{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "8fee91a2-2121-44ef-81b3-11ffc68db20d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I read in the Census tract data\n"
     ]
    }
   ],
   "source": [
    "#THIS snaps vtd-based Ohio congressional for Akron-Cin-Cle-Day-Toledo w/min county splits  #from 5citySnap 4/20/25\n",
    "#starting point = OH_counySnap15's output. We then sequentially tack on additional restrictions:\n",
    "# A) Cincy and Cleveland must be kept whole  B) Akron-Cin-Cle-Day-Toledo kept whole\n",
    "#  We do not look at minimizing splitting of smaller cities as they are all 0.1 aDP or below\n",
    "from shapely.geometry import Point, LineString, Polygon, box\n",
    "import shapely\n",
    "import geopandas as gpd\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import ast\n",
    "import time\n",
    "from numpy import random\n",
    "from scipy.stats import norm\n",
    "import math\n",
    "tractPopFile = gpd.read_file(\"state_map_files/oh_pl2020_vtd.dbf\")  # ***USING VTDs ***\n",
    "tractPopFile.head()  #about 40 sec to load\n",
    "print(\"I read in the Census tract data\")\n",
    "#handy function for plotting Polygon or multiPolygon tracts and precincts\n",
    "def plotPoly(inputPoly,LW=1):\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if inputPoly.geom_type == dummyPoly.geom_type:\n",
    "        x,y = inputPoly.exterior.xy\n",
    "        plt.plot(x,y,lw=LW)\n",
    "    else:\n",
    "        for geom in inputPoly.geoms:\n",
    "            if geom.area > 0:  #to avoid error with LineString geom parts\n",
    "                x,y = geom.exterior.xy\n",
    "                plt.plot(x,y,lw=LW)  \n",
    "def plotCenter(t,geom,FONTSIZE=10):\n",
    "    plt.text(geom.centroid.x,geom.centroid.y,t,ha='center',fontsize=FONTSIZE)\n",
    "    \n",
    "def r3(number):\n",
    "    result = round(number,3)\n",
    "    return result\n",
    "\n",
    "def r5(number):\n",
    "    result = round(number,5)\n",
    "    return result\n",
    "\n",
    "def getAdjoiners(UNITLIST, UNITNBRS): #returns all units that neighbor a UNITLIST but are not in the UNITLIST \n",
    "    allNbrs = list()\n",
    "    for U in UNITLIST:\n",
    "        allNbrs = allNbrs + UNITNBRS[U]\n",
    "    adjoiners = list( set(allNbrs).difference(set(UNITLIST)) )\n",
    "    return adjoiners\n",
    "\n",
    "def get2nbrs(ULIST, UNITNBRS):\n",
    "    \"\"\"\n",
    "    Get the combined list of first- and second-level neighbors of a LIST, using neighborList connectivity.  Excludes the source list\n",
    "    \"\"\"\n",
    "    firstList =  getAdjoiners(ULIST, UNITNBRS)\n",
    "    secondList = getAdjoiners(firstList, UNITNBRS)\n",
    "    twoLevelList = list( set(firstList + secondList).difference(set(ULIST) ) )\n",
    "    return twoLevelList\n",
    "\n",
    "def getContigFromStarter(starter, VLIST, NEIGHBORLIST):  #all contiguous units in VLIST, starting from starter unit\n",
    "    foundList, newList, prevList = [ starter ], [ starter ], [ starter ]\n",
    "    while len(newList) > 0:\n",
    "        newList = list()\n",
    "        for V in prevList:\n",
    "            for VV in NEIGHBORLIST[V]:\n",
    "                if VV in VLIST and VV not in foundList:\n",
    "                    newList.append(VV)\n",
    "                    foundList.append(VV)\n",
    "        prevList = newList.copy()        \n",
    "    return foundList   \n",
    "\n",
    "def isContiguous(VLIST,NEIGHBORLIST,returnBiggestPiece=False):\n",
    "    \"\"\"\n",
    "    This method determines if all items in a list form a continuous chain of neighbors based on the passed neighborlist\n",
    "    Empty lists are considered contiguous.  If discontiguous, a less-than-majority piece list is returned,\n",
    "     unless giveBig=True, in which case we return the biggest piece\n",
    "    \"\"\"    \n",
    "    isUnbroken, newList, foundList = True, list(), list()\n",
    "    if len(VLIST) > 0:\n",
    "        foundList, newList, prevList = [ VLIST[0] ], [ VLIST[0] ], [ VLIST[0] ]\n",
    "    while len(newList) > 0:  #this round's list of neighbors\n",
    "        newList = list()\n",
    "        for V in prevList:\n",
    "            for VV in NEIGHBORLIST[V]:\n",
    "                if VV in VLIST and VV not in foundList:\n",
    "                    newList.append(VV)\n",
    "                    foundList.append(VV)\n",
    "        prevList = newList.copy()      \n",
    "    pickedPieceList = foundList.copy()  #default contiguous sublist to pass back to main\n",
    "    \n",
    "    if len(foundList) < len(VLIST):  #not contiguous\n",
    "        isUnbroken  = False\n",
    "        pieceLists, remainingList = [foundList], list( set(VLIST).difference(set(foundList) ) )\n",
    "        if returnBiggestPiece == True:  #we were asked for the biggest piece, not a random small one, so we must find them all\n",
    "            if len(foundList) < 0.5*len(VLIST):\n",
    "                while len(remainingList) > 0:\n",
    "                    newList = getContigFromStarter(remainingList[0], remainingList, NEIGHBORLIST)\n",
    "                    pieceLists.append(newList)\n",
    "                    remainingList = list(set(remainingList).difference(set(newList)))\n",
    "                pieceLengths = [len(pL) for pL in pieceLists]\n",
    "                pickedPieceList = pieceLists[ pieceLengths.index(np.max(pieceLengths)) ]\n",
    "            \n",
    "        else: #quickly return a contiguous sub-list that's at most half the total units in the list\n",
    "            if len(foundList) > 0.5*len(VLIST): #pick a different piece; this one is the majority\n",
    "                pickedPieceList = getContigFromStarter(remainingList[0], remainingList, NEIGHBORLIST)\n",
    "                \n",
    "    return isUnbroken, pickedPieceList\n",
    "\n",
    "def enclaveCheck(UNITLIST,UNITNBRS,maxLoops=2):  #TRY 2 FOR OHIO V2.  USUALLY 4\n",
    "    \"\"\"\n",
    "    This method determines if a list of units has an unbroken boundary AND whether its complement has an unbroken boundary\n",
    "    If the complement boundary is broken, there is an enclave or the district is so disconnected its adjoining units aren't contiguous\n",
    "    The method returns contiguity of boundary and of its adjoiners.  Also returns the lists of boundary and complement-boundary units\n",
    "      If either of these is broken, only a contiguous sublist is returned that is guaranteed to be smaller than half (for finding enclaves)\n",
    "      maxLoops is the number of loops for expanding neighbors-of-neighbors for contiguity of the units outside the passed unit-list\n",
    "    \"\"\"\n",
    "    UNITSET = set(UNITLIST)\n",
    "    ADJLIST =  get2nbrs(UNITLIST, UNITNBRS)  #in case direct adjoiners are only queen-adjacent\n",
    "    #adjoinersOfAdjoiners = getAdjoiners(ADJLIST,  UNITNBRS)\n",
    "    #BDRYLIST = list( set(UNITLIST).intersection(set(adjoinersOfAdjoiners)) )  #this might fail for queen-adjacent boundary units\n",
    "    BDRYLIST = list (set(get2nbrs(ADJLIST,UNITNBRS)).intersection(UNITSET) )  #in case inHD boundary is only queen-adjacent\n",
    "    noEnclave, enclaveList =   isContiguous(ADJLIST, UNITNBRS)  \n",
    "    unbroken, smallPieceList = isContiguous(BDRYLIST, UNITNBRS)\n",
    "    if not unbroken: #could be that district's boundary intersects the state boundary or there is a nonHD enclave inside the HD\n",
    "        unbroken, smallPieceList = isContiguous(UNITLIST, UNITNBRS)  #slower check for full district, not just its boundary \n",
    "    nLoops = 1 #could be that fragmented adjoining districts are underestimating true contiguity.  Widen the contig search\n",
    "    while nLoops <= maxLoops and not noEnclave:\n",
    "        nLoops +=1\n",
    "        newSet = set(ADJLIST)\n",
    "        for UU in ADJLIST:\n",
    "            newSet = newSet.union( set(UNITNBRS[UU]).difference(UNITSET) )\n",
    "        ADJLIST = list(newSet)\n",
    "        noEnclave, enclaveList =   isContiguous(ADJLIST, UNITNBRS)\n",
    "    #isJiggy = noEnclave and unbroken\n",
    "    return unbroken, noEnclave, smallPieceList, enclaveList\n",
    "\n",
    "def getBdryNonEdgers(UNITLIST, UNITNBRS): #all in-district boundary units that neighbor a non-district unit\n",
    "    ALLnonHDnbrs = set()\n",
    "    for UUU in UNITLIST:\n",
    "        ALLnonHDnbrs = ALLnonHDnbrs.union(set(UNITNBRS[UUU])).difference(set(UNITLIST))\n",
    "    BdryNonEdgerSet = set()\n",
    "    for UUU in UNITLIST:\n",
    "        if len(set(UNITNBRS[UUU]).intersection(ALLnonHDnbrs)) > 0:\n",
    "            BdryNonEdgerSet.add(UUU)\n",
    "    return list(BdryNonEdgerSet)\n",
    "\n",
    "def getEnclaveLists(UNITLIST, UNITNBRS):\n",
    "    \"\"\"\n",
    "    finds ALL units enclaved by a UNITLIST, parsed into lists of contiguous pieces\n",
    "    We assume the largest contiguous complement to the UNITLIST is not an enclave, but rather the majority of the HD complement\n",
    "    if the UNITLIST's complement (all couldBeEnclaved) is contiguous, the returned list will be blank\n",
    "    \"\"\"\n",
    "    eSets, nU = list(), len(UNITNBRS)\n",
    "    offmapList = list()\n",
    "    for i,L in enumerate(UNITNBRS):\n",
    "        if len(L) == 0:\n",
    "            offmapList.append(i)  #offmap list are units with no neighbors (were surrounded)\n",
    "    complementSet = set([i for i in range(nU)] ).difference( set(UNITLIST + offmapList) )    \n",
    "    remaining2nbrs = get2nbrs(UNITLIST, UNITNBRS)\n",
    "    \n",
    "    isContig, shortList = isContiguous(remaining2nbrs,UNITNBRS) #quicker than contig check on entire complement\n",
    "    while not isContig:  #this will kick out before writing the final sublist = map majority\n",
    "        starter = shortList[0]\n",
    "        newEnclaveList = getContigFromStarter(starter, list(complementSet), UNITNBRS)\n",
    "        eSets.append(set(newEnclaveList))\n",
    "        remaining2nbrs = list(set(remaining2nbrs).difference(set(shortList)) )\n",
    "        isContig, shortList = isContiguous(remaining2nbrs,UNITNBRS)\n",
    "        \n",
    "        # couldBeEnclaved = list( set(couldBeEnclaved).difference(set(newEnclaveList)) )  #revised 18-Feb-24 -- was slower\n",
    "    fused_eSets = set()\n",
    "    for i, eSet in enumerate(eSets):\n",
    "        fused_eSets = fused_eSets.union(eSet)\n",
    "        for j in range(i+1, len(eSets) ) :\n",
    "            eSets[j] = eSets[j].difference(eSet)  #in case contiguity occurs, but not in 2-neighbor list; avoid double-count\n",
    "    remnant_eSet = complementSet.difference(fused_eSets) \n",
    "    eLengths = [len(eSet) for eSet in eSets]\n",
    "    if len(eSets) > 0:\n",
    "        if len(remnant_eSet) < np.max(eLengths):  #exchange the small remnant for the biggest found \"enclave\" (usually the major complement) \n",
    "            eSets[eLengths.index(np.max(eLengths))] = remnant_eSet.copy()\n",
    "    eLists = [list(eSet) for eSet in eSets]\n",
    "    return eLists\n",
    "\n",
    "def wontEnclave(proposedU, dList, NBRLIST, mapBDRYLIST):  #TRY MAXLOOPS = 3 FOR OH REDO, NOT USUAL 6\n",
    "    \"\"\"\n",
    "    This method checks if adding a proposedU to a dList (list of units in a district) will create an \"enclave\" of units in the dList's complement\n",
    "    via two problems:  A) the dList will now have a discontiguous set of units on the map boundary.  The full map boundary list is mapBDRYLIST\n",
    "      B) The non-dList neighbors of dList units aren't contiguous\n",
    "    The method doesn't require that the dList wontEnclave without the proposedU included; it just checks the proposedU + dList combination\n",
    "    It also doesn't check that the dList is itself contiguous with or without proposedU\n",
    "    In that sense, it is more limited than enclaveCheck\n",
    "    \"\"\"\n",
    "    wontEnclave = True\n",
    "    newList, newSet = dList + [proposedU], set(dList + [proposedU])\n",
    "    unitsOnBoundary = list( set(mapBDRYLIST).intersection(newSet) )\n",
    "    wontEnclave, __ = isContiguous(unitsOnBoundary,NBRLIST)  #first check - does district touch MAP boundary in multiple places? (quick FAIL)\n",
    "    if wontEnclave: #slower check below for internal enclaves\n",
    "        adjoiners = get2nbrs(newList, NBRLIST)  #2-level to protect for queen adjacency in boundary        \n",
    "        wontEnclave, __ = isContiguous(adjoiners,NBRLIST)\n",
    "        if not wontEnclave:\n",
    "            nLoops = 1 #could be that fragmented adjoining districts are underestimating true contiguity.  Widen the contig search\n",
    "            maxLoops, ADJLIST = 3, adjoiners #unlike enclaveCheck, here we just arbitrarily set a number of loops for search expansion\n",
    "            while nLoops <= maxLoops and not wontEnclave:\n",
    "                nLoops +=1\n",
    "                adjSet = set(ADJLIST)  #align nomenclature w enclaveCheck\n",
    "                for UU in ADJLIST:\n",
    "                    adjSet = adjSet.union( set(NBRLIST[UU]).difference(set(newList)) )\n",
    "                ADJLIST = list(adjSet)\n",
    "                wontEnclave, __ =   isContiguous(ADJLIST, NBRLIST)\n",
    "        \n",
    "    return wontEnclave\n",
    "\n",
    "def isRookAdj(geo1, geo2):  #intersection with rook (not queen) adjacency\n",
    "    isRookAdj = False\n",
    "    if geo1.intersects(geo2):\n",
    "        if (geo1.intersection(geo2)).geom_type != Point(0,0).geom_type:\n",
    "            isRookAdj = True\n",
    "    return isRookAdj\n",
    "\n",
    "def getWeightedAvgAndSD(LIST, WEIGHTS):\n",
    "    nWeights = len(WEIGHTS)\n",
    "    normWeights = [WEIGHTS[i] / np.sum(WEIGHTS) for i in range(nWeights) ]\n",
    "    AVG = 0.\n",
    "    for i, value in enumerate(LIST):\n",
    "        AVG += normWeights[i] * value\n",
    "    sumVar = 0.\n",
    "    for i, value in enumerate(LIST):\n",
    "        sumVar += normWeights[i] * (value - AVG)**2\n",
    "    SD = sumVar ** 0.5     #don't need to normalize again since weights were normalized\n",
    "    return AVG, SD\n",
    "\n",
    "def getHDcp(TRACTCP,TRACTPOP, TRACTLIST, SPLITTRACTNO = -777,SPLITTRACTUSE = 1.):  #population centerpoint of a Home District or county (cluster)\n",
    "    cpx, cpy, sumPop = 0.,0., 0.\n",
    "    for tt in TRACTLIST:\n",
    "        USE = 1.\n",
    "        if tt ==    SPLITTRACTNO:\n",
    "            USE =   SPLITTRACTUSE\n",
    "        sumPop += USE*TRACTPOP[tt]\n",
    "        cpx +=    USE*TRACTPOP[tt] * TRACTCP[tt].x\n",
    "        cpy +=    USE*TRACTPOP[tt] * TRACTCP[tt].y\n",
    "    HDCP_ = Point(cpx/sumPop, cpy/sumPop)\n",
    "    return HDCP_\n",
    "\n",
    "def getLongDist(CP1, CP2, XSCALE = 1.0): #distance between two points with EW distance scaled down by latitude\n",
    "    dist = ( XSCALE*XSCALE * (CP1.x - CP2.x)*(CP1.x - CP2.x)  +  (CP1.y - CP2.y)*(CP1.y - CP2.y) ) **0.5 \n",
    "    return dist\n",
    "    \n",
    "def swellCapture(TGTPOP, CENTERPT, AVAILTRACTS, TRACTCP, TRACTPOP,XSCALE, TOLER) :\n",
    "    \"\"\"\n",
    "    The method sorts the list by distance to center, adding elements until pop satisfied within toler\n",
    "    Only the subset AVAILTRACTS can be captured. The full list of 'tract' centerpoints and populations are also passed in\n",
    "    It returns a list of captured tracts / vtds / munis and their total pop.\n",
    "    Contiguity is not enforced; assume we will clean up later.\n",
    "    \"\"\"\n",
    "    UUDIST = [getLongDist(CENTERPT,TRACTCP[TT],XSCALE) for TT in AVAILTRACTS]\n",
    "    idx = np.argsort(UUDIST)  #sort order from closest to farthest to the CENTERPT\n",
    "    \n",
    "    i, capturedPop, capturedList, noFlyover = 0, 0, list(), True\n",
    "    while abs(capturedPop - TGTPOP) > TOLER and i < len(UUDIST) and noFlyover : \n",
    "        TT = AVAILTRACTS[ idx[i] ]\n",
    "        if capturedPop < TGTPOP and capturedPop + TRACTPOP[TT] > TGTPOP :\n",
    "            noFlyover = False  #to protect against rare case we \"flew over the tgt\" by adding a unit with pop > 2*TOLER\n",
    "        capturedPop += TRACTPOP[TT]\n",
    "        capturedList.append(TT)\n",
    "        i +=1\n",
    "                \n",
    "    return capturedList, capturedPop\n",
    "\n",
    "def fillplot(GEOM,redd,gren,bluu) :\n",
    "    if GEOM.type == Polygon([Point(0,0),Point(1,0), Point(1,1)]).type :\n",
    "        EXTERIOR = GEOM.exterior\n",
    "        x,y = EXTERIOR.xy\n",
    "        plt.fill(x,y,facecolor= (redd,gren,bluu) )\n",
    "    else:\n",
    "        for geom in GEOM.geoms:\n",
    "            x,y = geom.exterior.xy\n",
    "            plt.fill(x,y,facecolor=(redd,gren,bluu) )\n",
    "def fillplotLean(GEOM, LEAN):\n",
    "    \"\"\"\n",
    "    This draws a blue-to-purple-to-red shape based on its inputted geometry and Republican lean\n",
    "    0.47 and 0.53 are current parameters to generate a decent purple.  They could be tweaked\n",
    "    \"\"\"\n",
    "    deltaBlue = max(0, min(1,4.* (LEAN- 0.47)))\n",
    "    deltaRed =  max(0, min(1,4.* (0.53 - LEAN) ) )\n",
    "    gren = max(0, 1 - deltaBlue - deltaRed )\n",
    "    bluu = max(0, 1 - deltaBlue )\n",
    "    redd = max(0, 1 - deltaRed )\n",
    "    fillplot(GEOM, redd,gren, bluu)\n",
    "\n",
    "def fillPlotColor(GEOM, COLOR):  #use COLOR = [1.-x]*3 if x is blackness\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if GEOM.geom_type == dummyPoly.geom_type:\n",
    "        x,y = GEOM.exterior.xy\n",
    "        plt.fill(x,y,facecolor=COLOR)  #COLOR could be a triplet or a standard color\n",
    "    else:\n",
    "        for geom in GEOM.geoms:\n",
    "            x,y = geom.exterior.xy\n",
    "            plt.fill(x,y,facecolor=COLOR)  \n",
    "    return\n",
    "\n",
    "dummyPoly = Polygon([(0,0),(0,1),(1,1)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "a9e2fbed-247e-4a00-be18-5507b7e2b88f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "there are 8941 popn tracts for OH\n"
     ]
    }
   ],
   "source": [
    "# EXTRACT TRACT GEOMETRIES AND POPULATIONS INTO LISTS, COMPUTE TRACT AREAS\n",
    "STATE = \"OH\"\n",
    "tractGeom = tractPopFile['geometry']  #for some states, replace with tractGeomFile\n",
    "tractPop = tractPopFile['P0010001']\n",
    "tractVAP = tractPopFile['P0030001']   #NEW 3/2/22 - USE VAP\n",
    "# tractPop2 = tractPopFile['P0020001']   #not needed; confirmed that this matches P00100001 exactly\n",
    "tractHisp = tractPopFile['P0040002']   #NEW 3/2/22 - USE VAP\n",
    "tractBlack = tractPopFile['P0030004']  #NEW 3/2/22 - USE VAP\n",
    "tractCountyNo = tractPopFile['COUNTYFP20']\n",
    "nTracts = len(tractPop)\n",
    "nVTDs = nTracts #nomenclature\n",
    "nHDs = nVTDs  #nomenclature\n",
    "tractCP = [tractGeom[v].centroid for v in range(nVTDs) ]\n",
    "tractCPx, tractCPy = [tractCP[v].x for v in range(nVTDs)], [tractCP[v].y for v in range(nVTDs)]\n",
    "print(\"there are {0} popn tracts for {1}\".format(nTracts, STATE) )\n",
    "tractArea = [0.]*nTracts\n",
    "tractCountyNo = tractCountyNo.to_numpy()\n",
    "countyNo = [0]*nTracts\n",
    "for t in range (0,nTracts) :  #from odd-numbered counties in US Census list to integer list\n",
    "    tractArea[t] = tractGeom[t].area\n",
    "    countyNo[t] = int((int(tractCountyNo[t]) - 1)/2)\n",
    "isSkippedTract = [0] *nTracts  #this will house a temporary list of tracts for manipulation\n",
    "tractPop = tractPop.to_numpy()  #to avoid panda overwrite grousing\n",
    "tractBlack= tractBlack.to_numpy()\n",
    "tractHisp = tractHisp.to_numpy()\n",
    "tractVAP = tractVAP.to_numpy()\n",
    "stateVAP = np.sum(tractVAP)\n",
    "nCounties = int( np.max(countyNo)+1)\n",
    "skipList = [8197, 4634, 3730, 4458, 840, 2974, 1008]\n",
    "for t in skipList : #coastal vtds for Ohio already known\n",
    "    isSkippedTract[t] = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a619e262-3e70-4945-87b1-58245cc514c4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "working on tract 0\n",
      "working on tract 1000\n",
      "working on tract 2000\n",
      "working on tract 3000\n",
      "working on tract 4000\n",
      "working on tract 5000\n",
      "working on tract 6000\n",
      "working on tract 7000\n",
      "working on tract 8000\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# CREATE COUNTY-LEVEL MAP OF THIS STATE - excluding lakeshore tracts from county building\n",
    "for s in skipList :\n",
    "    countyNo[s] = -999  #don't count these lakeshore tracts as part of a county\n",
    "dummyPoly = Polygon([ (0,0),(1,0),(1,1)])\n",
    "countyGeom = [dummyPoly]*nCounties\n",
    "lakeErieGeom = []\n",
    "countyPop = [0.]*nCounties\n",
    "nCountyTracts = [0]*nCounties  #how many tracts found in this county\n",
    "countyTractList = [list() for c in range(nCounties) ]\n",
    "for t in range(nTracts):  #now loop through tracts, assign each to county, build county polygons\n",
    "    if t%1000 == 0:\n",
    "        print(\"working on tract\",t)\n",
    "    if t not in skipList:\n",
    "        c = int(countyNo[t])\n",
    "        countyTractList[c].append(t)\n",
    "        nCountyTracts[c] +=1   #found another tract that belongs to this county\n",
    "        countyPop[c] += tractPop[t]\n",
    "        if nCountyTracts[c] == 1:  #this is the first tract found for this county\n",
    "            countyGeom[c] = tractGeom[t]  #seed the county geometry polygon\n",
    "        else:\n",
    "            countyGeom[c] = countyGeom[c].union(tractGeom[t])\n",
    "countyCP = [countyGeom[c].centroid for c in range(nCounties) ]\n",
    "countyMAP = countyGeom[0]\n",
    "for c in range(nCounties):  #now build the state map from the counties\n",
    "    plotPoly(countyGeom[c])\n",
    "    plotCenter(c,countyGeom[c],8)\n",
    "    countyMAP = countyMAP.union(countyGeom[c])\n",
    "plotPoly(countyMAP)\n",
    "plt.show()\n",
    "countyTractSet = [set(countyTractList[c]) for c in range(nCounties) ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0bacf56a-d610-40d7-83a8-fe6ff799a41c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now determine the county topology\n",
      "we will scale longitudinal distance by 0.76347\n"
     ]
    }
   ],
   "source": [
    "print(\"Now determine the county topology\")\n",
    "countyNeighbors = [list() for c in range(nCounties)]\n",
    "for c in range(nCounties):\n",
    "    for cc in range(c+1, nCounties):\n",
    "        if isRookAdj(countyGeom[c],countyGeom[cc]):\n",
    "            countyNeighbors[c].append(cc)\n",
    "            countyNeighbors[cc].append(c)\n",
    "mainMAP = countyMAP.geoms[0]\n",
    "\n",
    "LAT = mainMAP.centroid.y\n",
    "xScale = (1. - 1.089* abs(LAT/90)**1.9)\n",
    "print(\"we will scale longitudinal distance by\",r5(xScale))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "cda12941-0eef-4a29-a376-dd0d4bc2927b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "15 districts, each with avgDistrictPop of 786629.867\n",
      "I will now build a map from the counties\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#quick block to flag the whole county-districts -- though we do not use any whole-county units in this version\n",
    "MAP = dummyPoly\n",
    "#perfectCounty = [0]*nCounties  #\"perfect\" counties have the perfect population for a whole district\n",
    "#wholeCounty = [0]*nCounties    #\"whole\" counties are either perfect or small enough that they should be kept whole\n",
    "#minCountyRatio = 0.15   #not designated in this code\n",
    "#lockedTract = [0]*nTracts\n",
    "nDistricts = 15 #Congrl\n",
    "statePop = np.sum(tractPop)\n",
    "avgDistrictPop = statePop/nDistricts\n",
    "aDP = avgDistrictPop\n",
    "toler = 0.005 * aDP\n",
    "maxDevn = 0.005\n",
    "print(nDistricts,\"districts, each with avgDistrictPop of\",r3(avgDistrictPop))\n",
    "print(\"I will now build a map from the counties\") # and display the whole county districts\")\n",
    "for c in range(nCounties):\n",
    "    if MAP == dummyPoly:\n",
    "        MAP = countyGeom[c]\n",
    "    else:\n",
    "        MAP = MAP.union(countyGeom[c])\n",
    "    #if countyPop[c] >= (1.-maxDevn)*avgDistrictPop and countyPop[c] <= (1.+maxDevn)*avgDistrictPop :\n",
    "    #    perfectCounty[c] = 1\n",
    "    #    wholeCounty[c] = 1\n",
    "    #    plotPoly(countyGeom[c])\n",
    "    #if countyPop[c] < minCountyRatio*avgDistrictPop:  #small counties will naturally be unsplit.\n",
    "    #    wholeCounty[c] = 1\n",
    "plotPoly(MAP)\n",
    "plt.show()\n",
    "#print(\"there are a total of\",np.sum(wholeCounty),\"small or perfect counties that we will keep whole in Home Districts\")\n",
    "#for t in range(nTracts):\n",
    "#    if isSkippedTract == 0:\n",
    "#        if wholeCounty[countyNo[t]] == 1:  #this tract is part of a whole county per Article XI.3.c.2\n",
    "#            lockedTract[t] = 1             # ... or in a county that is so small we are keeping that county whole"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "732d8c17-022d-4fe9-b36d-2a15748d8d41",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i,v in enumerate(skipList):\n",
    "    plotPoly(tractGeom[v])\n",
    "    plotCenter(v+0.1*i,tractCP[v])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "b84011eb-1f8c-4d81-9281-88a6dc62552b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now import the all-muni vtd - unit topology \n"
     ]
    }
   ],
   "source": [
    "#could add defin of coreVset here ...\n",
    "print(\"Now import the all-muni vtd - unit topology \")  #these already split noncontigs and oversized munis, connected islands. Ready to rock\n",
    "infile = \"./state_map_files/OH15muni-unitTopologies_30Dec24.csv\"\n",
    "topologyDF = pd.read_csv(infile)\n",
    "muniPop = topologyDF[\"unitPop\"].to_list()\n",
    "nListString = topologyDF[\"unitNbrs\"]\n",
    "muniVTDlistString = topologyDF[\"unitVTDlist\"]\n",
    "muniCountyNo = topologyDF[\"unitCountyNo\"].to_list()\n",
    "muniCPx = topologyDF[\"centroid x\"].to_list()\n",
    "muniCPy = topologyDF[\"centroid y\"].to_list()\n",
    "nMunis = len(muniPop)\n",
    "muniNbrs = [ast.literal_eval(nListString[m]) for m in range(nMunis)]\n",
    "muniVTDlist = [ast.literal_eval(muniVTDlistString[m]) for m in range(nMunis)]\n",
    "borderUnits = list()\n",
    "onBorder = topologyDF[\"onBorder\"].to_list()\n",
    "for m in range(nMunis):\n",
    "    if onBorder[m] == 1:\n",
    "        borderUnits.append(m)\n",
    "countyUnitList = [list() for c in range(nCounties)]\n",
    "for m in range(nMunis):\n",
    "    countyUnitList[muniCountyNo[m]].append(m)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4d27ce47-9f34-4db8-bd0d-562b47fd4af6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "also read in vtd nbrs (same as OH_countySnap15). These might slightly differ near Sandusky with how we connected units up there\n"
     ]
    }
   ],
   "source": [
    "print(\"also read in vtd nbrs (same as OH_countySnap15). These might slightly differ near Sandusky with how we connected units up there\")\n",
    "infile2 = \"./state_map_files/OHvtdNbrsWithIslandNbrs.csv\"\n",
    "VTDtopDF = pd.read_csv(infile2)\n",
    "VTDnListString = VTDtopDF[\"vtdNbrs\"]\n",
    "vtdNbrs = [ast.literal_eval(VTDnListString[v]) for v in range(nVTDs)]\n",
    "bgNbrs = [vtdNbrs[v].copy() for v in range(nVTDs)] #nomenclature\n",
    "\n",
    "neighborCountyList = [list() for c in range(nCounties)]\n",
    "allCset = set( [c for c in range(nCounties) ] )\n",
    "for c in range(nCounties):\n",
    "    for cc in range(nCounties):\n",
    "        if cc > c : # and cc not in cutCountyList:  \n",
    "            if isRookAdj(countyGeom[c], countyGeom[cc] ) :\n",
    "                neighborCountyList[c].append(cc)\n",
    "                neighborCountyList[cc].append(c)\n",
    "unitNbrs = [vtdNbrs[v].copy() for v in range(nVTDs) ]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "40325309-f2c2-436e-a31c-b293c3333d6e",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For this 5-city code, we will force no-split on up to 5 most populous units. First confirm their locations and pops\n",
      "198 374054.0 unit no and pop\n",
      "158 329564.0 unit no and pop\n",
      "106 273926.0 unit no and pop\n",
      "119 190474.0 unit no and pop\n",
      "9 147110.0 unit no and pop\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For a max muni pop of 786.6298666666667 we would have 7953 total units\n",
      "For a max muni pop of 7866.2986666666675 we would have 6406 total units\n",
      "For a max muni pop of 11799.448 we would have 5723 total units\n",
      "For a max muni pop of 15732.597333333335 we would have 5293 total units\n"
     ]
    }
   ],
   "source": [
    "print(\"For this 5-city code, we will force no-split on up to 5 most populous units. First confirm their locations and pops\")\n",
    "idx = np.argsort(muniPop)\n",
    "bigUs, bigUpops, bigUvtdList, bigUcounty = list(), list(), list(), list()\n",
    "for i in range(5):\n",
    "    u = idx[len(idx)-i-1]\n",
    "    bigUs.append(u)\n",
    "    bigUpops.append(muniPop[u])\n",
    "    for v in muniVTDlist[u]:\n",
    "        plotPoly(tractGeom[v],0.2)\n",
    "    bigUvtdList.append(muniVTDlist[u])\n",
    "    bigUcounty.append(countyNo[muniVTDlist[u][0]] )\n",
    "    print(u,muniPop[u],\"unit no and pop\")\n",
    "plt.show()\n",
    "threshPops  = [0.001*aDP, 0.01 * aDP, 0.015*aDP, 0.02*aDP]\n",
    "for threshPop in threshPops:\n",
    "    nTotUnits = 0\n",
    "    for u in range(nMunis):\n",
    "        if muniPop[u] < threshPop or u in bigUs:\n",
    "            nTotUnits += 1\n",
    "        else:\n",
    "            nTotUnits += len(muniVTDlist[u])\n",
    "    print(\"For a max muni pop of\",threshPop,\"we would have\",nTotUnits,\"total units\")\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "13f2f222-fafb-4964-8616-4352a324ecf3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "including surrounded VTDs in each big city's vtd list.  Needed for Cincy\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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mTWPs2LHk5ORQUlKCyWQiJiaGlJQUunbtWm9/d911F/feey8XXXQRAP3792f79u08/vjjTJgwgTlz5lBUVERmZmbtOaqqcscdd/Dss8+Sm5tbZ79Wq3WfpTCBQCA4LAhVw5c3gSMRjrmjZfoMVBp7Yan5n2P73y4hsGYNcnQ0isv1p70LxRWNEu1CdkUju5z7PP/zXrLZGmV0aE2anadG0zSCwX2LnCUkGI5rM2fOpKioiDPPPLPe830+336WHEVR0DQNgMsuu2w/J+OTTz6Zyy67jCuvvLK50xcIBIJDB38FvH8BFK6FSz6pceJtiX7Ljb2w1PxPoWsa/jVrcI0Zja1nT1SPF63Ka+wrKwnv3IXq9aB5vKheL0TqSR9gNqO4XCguF/E33kDM2We36XX8mUaJmkmTJjFu3DgyMzPxer28//77zJo1ixkzZgDw5ptv0qdPHxITE5k/fz633norEydOpFevXrV9jB49mvHjx3PzzTcDRkTVlClTyMzMpG/fvixfvpxnnnmGq666CoD4+Hji4+P3mYfZbCYlJWWffgUCgeCwpqoY3h0PFTvh8q8hY2jL9e2vMPbCUnNIo4fDaNXVKDExDWqvlpdDOIz7tNNw1ROhXNu3rqP7/aheL5rHg+qtQvN6UD3eWuFT+uabBNaug0NF1BQVFXH55ZeTn5+P2+1mwIABzJgxg5NOMrJLbty4kUmTJlFWVkZWVhb3338/EydO3KePPctTe3jhhReYPHkyN910E0VFRaSlpXH99dfz4IMPtsDlCQQCwWFAZR68c7YhPq78HpIbFgXaYAJ7LDUi+ulQJVJSwvZLLiW0YwemlBQUpxPZ5apdNpJdThTnnmUlF7LTheoxlh1NyckH7V+SJKSoKOSoKKinfdmbb2JKaKEUA01E0g8nD6ED4PF4cLvdVFZW1ubREQgEgg5POAAvDTOceS//qmUcg//Kuq/g48vh7m0QFdfy/Qtanby778bz9Tek/PNBwkVFaN4qNK+xbKR5vahV+z6nxsUDRaHHnN8xxTXv310PhdgwYCCpUx4l5txzW+CK9tKY+7eo/SQQCAQdmbylUJ4L185sHUED4CsFSTbqPgkOTSIq9qFDib344oM21XUd3edD9XqRFKXZggYgUlYG0O6WGiFqBAKBoCOzfR5Y3ZA6qPXG2DQDFKtRT0pwSKJ6vWg+H5GSkoMKC0mSkBwOZEcLOZoDkZJSAJT49hU1Tc4oLBAIBII2YMc8yBzWyoJDgphOrdi/oLWxdO5McP16No86hi0nn0ze7bej71liagMiJcUAmBKFqBEIBAJBXagR2LkIOo9s3XH8ZZB+ROuOIWhVku+/jy5ff0XCTTdhTkrG8/0P6PWFYLcCaqlhqWmJpazmIJafBAKBoCPxy8NQscN4HKqGUBVktrKo8ZVCxpGtO4agVZEkCVvPnth69qTklVcJbNqEbLG02fiR4hKUmBgks7nNxqwLYakRCASCjoKmwtxnIH8FVBUagqbvOZA2uHXH9ZVCVPzB2wkOCfSAH626msKnn0atqGiTMSOlpSgJ7f8ZEpYagUAg6CjICshmGHYDHHVt24ypRoz8N0LUHDbEX301AKVvTafik09JuP464q66qlVLGURKijElJLZa/w1FWGoEAoGgI2GOgrC/7cYLVAC6EDWHEbLDQeItt9D9pxk4R42i6Ol/1/q8tBZqSSmm+Pb/DAlRIxAIBB0Jsw0igbYbz1dzsxOi5rDDlJCA4+iRIEko7tbNQdSQUPK2QCw/CQQCQUfCbIffphjWmjH/bP3x9ogaR/vfkAQHxvPDD1TNmo2SEI8pPgFTYgKm+HiUhARMCQmGo+5fCkRHiktQYmNb3YFX+NQIBAKBYH/Kc419VWHbjNdYS42ugycP8pYZjswpAyCxNyjidtLalL33HqEtOcjuaNTiEjSfb5/jptRUuv/6C5Isk//QQ/jmL0Ctqmp1C4oWDKJ5PJjaOfEeCFEjEAgEHYvE3hCdBqPbwEoDBy+R4C+H3cuNcg15y4x9XYLr4g+h17jWnev/OGpJKe6zzyb53nsAjAzCpaVESkqo/PIrKj76iJxTxqFERxPcvBlb797YjzwCx5FH8uuzb+L7+Sc0hxPd6UJ2uTC5o4nv35dh55/SvHntyVHTzon3QIgagUAg6FiYo8CdAa6DV05uEXylRnVuWTGKZxasrhEwNVtZjtHO6ob0wdDvXLA4wGSF0q2w8n3juBpqm/n+DxMpLd1HOMhRUaz+dQHqA3djD/kxAeEdOwjXHN9V7KHUHUL6bTk9fvwIgNz0nlh2bcMWqMYZqCL0hQmaKWoiJSUAHcJRWIgagUAg6EhYHEbSvbbCVwYhH0w7DgrXgBYBxWIsK3UfA2l3Gpac8lzYOgsWTgNdBSSIzYKjb4OjbxXVvVsZLRhE83pR/iIcts5dTI9wkG0nn49eXQXV1Ui+ahS/D1PAR/SqxdiCPoKKGeWFVxl34jAAPJ5qZl3xd9w7c5o9t9q6T8JRWCAQCAT7YHEaIqOtSOgJcV0guS8MvhTSh4I9BnLnwpZf4cdJRti3NRq6HAunPgWpgyGptyHABG1CcNMmgP38aNavzaW7JCHlbsVUWY4lHCTodHPEy8+R3CW9tp2maWxcvIYvL/k70VvWkuQppoeusS0zu9lzi5QUgyS1e4kEEKJGIBAIOhaWKKgqarvxhk4wNjUCaz6Fr26GorWGdSZtCAy7HrqdaNSGEs7A7YY/ZwsA21f9gfPcs7FYowAYcvZJrH8nH7ffh5qShi8YpMe6heRvzNlH1Mx+7WPinp1Cgt1F2cBh6H1648zKZMiQvs2em1paakRYmdr/89H+MxAIBIImoOs6hMNooTCoEaN4n6ahJCS0aubUVqetl5/2iJnZTxn+Mz3HwXF3QZfjxJJSB2JDXIBYwPblTBbMGU7V8YMxxcbijI0naeI4HAkpRCdlsGtNCdy3kNikvctU+bm7cT//BDt6D2XM2y9id7ashS1SXNIh/GlAiBqBQNCKFD//AlVz5hy4kaah6xqoGnokgh4JQziCrqqGUInUPFZV47GmgarW213S3XcTf9WVLXwlbYjFCeE2WH76q5jpdRqc9wakDWr9sQWNJj/Fwqcny1w7Q0MzScT+tASHT8P8pz+FKkBx2wCITd4rSBf+NI9ekSBHP/3PFhc0sL8Dc3siRI1AIGg1vL/8ArqGfdABCjJKEigykqwgmUxIZhOYTEhKzWNFMR6bFJAVJEXeuzeZkMxmYzOZ2HXT3wnv3t12F9gamKNa11KjRmD1J/D7U1C2VYiZQ4QSfwlLRybwzHOz6VPzmqZp+LxlVBTtxFOcR8nd9xFbHgTAERdTe25V7i5USSa2c6dWmVukpARzWlqr9N1YhKgRCASth64TNXwEKfff14pD6GjVPlAj2Pr128+R8pDD4jCS2rU0dYmZ89+C1IEtP5agxSnxlxBv33eJR5ZlnO4EnO4E6DGYP8L3UpYeR9KOUnKWraPn0UONhoW78bpaz+dFLSnBPmBAq/TdWISoEQgELYKu62hVVWh+P3oggOYPoAWDrT5u8bPPUTptWu1za7eurT5mixLwQN4SqMwzMvXm/NaylhpfGSx/Bxa9BpU7oPfprSZmNpZt5LXVr2Ez2XCanURboom2RuOyuHCanbV7p8WJy+zCYXFglls3ff/hQmmgFBmZiBbBJO9/69Y0DVeVSv7Zgyn/eDEVD0+h63cfYzKbsJQUUh2b1GpzM+o+CZ8agUDQgQmsX8/ue+7FccwoLBkZew/8xQk3UlxCcNMmAps2Et6+Y79+FJerVecZKcjH0rUribfeimRSOswvxgbzw92w8gPjsT3OyP1yxNUt0/eM+2Hx60ZemX7nwfAbIbX13p931r3Dj7k/MiBxANWharwhLxXBCkJa/Yn57Cb7XsFjMfYus8vY79nMe4/tEUV79g6TA0VWWu2aOgq+iI+N5RsZ/M5g3FY3sdZY+if05+GjH8Ysm6ks2YVZhaiMTuQdm0i/GR8w9/VPOP6Gi4kqLyaS2blV5qUFAmjV1R2imCUIUSMQCOqh+NnnCG7aZOTHMJuNmj97+NNj2W7HPmAAjpEjsV9/A0psDLI9CtluQ7LZ28ByIqHExhJ98thWHqeV6HLsXlGjRSC2MxxzR8v0veI96HQknPsGOBP3PVa0Abb8Yoxpj4Uhl+8nWP9KXlUeC3YvYKd3J2EtTFd3V47JOIakqCS2Vmzlp+0/cf2A67l58M37nBdSQ3hDXqrCVVSFqvCGvcb+L695Q8ZWHihnu2c7VeGaNqEqInqk3nk5zA7c4SBP+hQGmWPBFm3k1fnTPmhyM7OqM6aMQbhsJtx2MzFRZuxmBafVhEmR6+2/I/DIyEdYXbKa8kA55cFy8qry+GzTZ2S4Mrhp0E2U5hlJ9FQv9Pj5E7Z2G8gx549D13ViPaVUp45olXnVJt7rAHWfQIgagUBQD/YhQ/AtXUrPRQv3q/zboZDlA0ZDdXgG/Q0GXAQFK2Hef42IpJG37C9CmkKPsVCyqe6+vr0Ndi0xsgeHq6HzSKOopRoyNsVaW6phRdEK3l73Nr/u+BVd10lxpGCWzby7/l00XSPTlUmJv4Q0RxpX9btqv6EsioV4e/x+PiENRdd1/BH/PgKoOlRdK47KfUU8t/IldjriGRTdAwKV4CsxfIeCHgh4mFfdmRuDdwBL6hzDYpKJsZt544oj6ZdeTx2sRqDqOuVhlRiTgklufoqBxKhETsw8cZ/XEuwJvLLqFY7NOBZ/3jacAB/8QFVUNCd88BpR0U4qKqqJC3hQ09Pr7Le5qCXFQMeo+wRC1AgEgnqwZfdBq6oivGsXlszM9p5O/SiyERJ+KCPLkDbYWBra+L3xuCVIHQjrvoL8lRD2G746YR+oYdgxH85+GeK7w+tj4L9H7He6/4znOGb9fwmqQbKis7jvqPs4o9sZRJmNxG+VwUr+yPuDlcUrcZgdXNHvitpjLYkkSUSZo4gyR5EUtb9vSEnxBp5b+RKunuNgeN1WLu2XH+AXje+vycbmTqTSH6bCHyYQUvEGImwu8vLqnG0Ue1vGD+zJrfk8v8NIouhUZKIUGYci41QUHITpXrKcp/1zkWzuP1mUah7b3EatrT8fM9v2G+O6AdfxU+5PvLD8BS4uTMcJJBcXkHvBNURFOwHI37INAFeXVop82lPMUuSpEQgEHRlbHyNwNLBufYcWNZKsgHqIi5o9RKcboiPoqb9qdmNIHQSRAEw7dv9jihV6n2ZEW134Xo11xlKzmWDFB1T/dB/BtHjMspmvzv4KWdrXYue2ujm166mc2vXU5s+1GXirCwBw2uq/sZpMCqARY9VJS3Tud3z1rkpenbONBKe1Rea0PWD4ET3TqxOVERWfquHTNLwRlU92F7PA1p9HCz7CVrC6xppUaezroEyWOT8jDTUqjmhbrOGAXeOEvbVyK6mOVAIF+bXtN1j9mDavINUVR9HGzaQC8V1b5284UlwCsowSG9sq/TcWIWoEAkGdmBISMCUlEVi3juhTTm7v6dSPLIF2mIiamBpnzoqdkNICoqbzSLj2N+OxxWHkwHnvfCheDz3HGlYAgD6n739up2EkTFvGmRGd2VFRVIWriLZEN39OrUBVtbEE4oqqfwnEpChAGDVSt29OSZVhoUlwWVpkTrsCIc5PieVvafsLrR7FS3gskIrtym/3PaCpEPTuFTkBY78t53uKSmZzSepIJHscnpAHT8hDflU+XdxdOCbjGCxb1htdAD/aP+SNeUZV7mNWa/wDyLvmCra4ogk5XYRdLrSsCDE9KkiwxWE2x2GxJWCJSsTqSMESnY41JhVzTAKS5cDvR6S0BCUuDknpGM7aQtQIBIJ6sWVnE1i/vr2ncUAkWTGyDB8OxNT8mt69DKwucGdAcyJ7JAnShxg3yBeHg78cIn7jWL/zDnyuxQHnvs6tb47l105p3PTdZbw47m3cLWFBamG8fkPUOB31hy0v27QDSCIcrlvU7Fl2aglLja7rbPUFGR1ftwgsD0eIUesI25cVo5ioPWbfuRUtgRK4adDNRLvrWUbqA6Er7mNnST6Twn4Kq8op9lXwSeQFXg0VcXTiWegeD1RWYvZ6MSetJZJRSQEYSkgGVMBTs+0CuRKin3IQ1F34HQ6CThcRhxPV5YJoF5LbTcrK5bg7iJUGhKgRCAQHwJbdh/KPPkbX9Y5bT0lRDm1H4fXfwE+TAX1vVNnX/zD2w/8OpzzW/DG8BeDdDZ1HGf41WgS6nWAk5DtQkcq0QSSd8CCvzXqYG1JC/OPbi3lt/JdYlJaxZrQUVf4yAFzO1DqPV5YV85/NhuBxOutOMVBcFSQ2yoy5BaKgVnj9lEdUjoyuuyRBRUQjRgs0uL+S6t1YNR2X68DOvhZ7FN06daPbn177rnwOvzk38syF99a+9uvMvS2KpEwuPPEXwt5CAhW7CHryCFcVsb1yNX73D6z/29nYymzIVVVIXi+K14O1MB9LzmaivF6iqjysOvbE2izH7Y0QNQKBoF5s2dmopaVEiooxJ7de8q6GEi4oQPN6jSc1IkvzeA5tR+H8VVBdDEddZzwv3Wwk4rO6YMD5LTPGHhGyfe7e157IBFca3HEQS9zwm+jnTue/q97mqqrNPD73Af553FMtM69msnXbTCJqkB0VRgVrh8OI1iorLeXzX3/HokhE28wEAj4gipeP10hKq9vSUewNkuhqGSvNM7kFZNjMjIjZ33cHoEKFGBrukFzkKyJRl5oUhVjhL8RhrTuSbkfU6QztehWyrGB1p2F17y11kLd7Pmz4gQEXnsuApPoTNY5bvJHeThsXNnpmrYMQNQKBoF5qnYXXr2t3URMpLWXLCSfumy+nBlvfvu0woxZCMRtLPWP+2XpjxHWBq38xopyGXmlERf38T0jsdfBzZRn6jmeQGub2X27nKX7gysE3kxnd9s7jL35xMTt9BcRZovGrAT4N7q3zFavpKCZDvD333mdM352OmQhhAIyIrB5d68+ZVFwVbPbSk67rPJ1bwM+lHt7q16XeUO4KXSGW+vPu/JWSQAWJctOsY4FwGSmu3vu8FsaEJ+k2rux34wHONOaus//f258pCEc43tpxLHdC1AgEgnoxpaWhuN0E1q3Ddfzx7ToXzecDXSf5/vv/JGKML1xzekb9J3Z0FLMRedTaFKwE2WSIp52LIVjZuCR/i1/nPG8VbyQkM3XlVB4/5vFWmWYgUEle4XKqqouJsseRmXYkV79/PD5UNssaPTSZcLCUPFkDSeLZHpfitMWS4O5S28cOr84Y13ZeveNSgoEAnmofyCaSUuv+nOi6zpLcMvqnxzR53iFN44HNeby9u5T7u6ZySmL9vkcVmOklN3z5qThSRYLSuFD5QCTMxb89SiSQy4heE2pf1zQNMxGqKxfw2ToTdnMcpd712Cq/AyT8chKqJQ3QOZhsVXWdolCYFGvHKXXRKFEzdepUpk6dSm5uLgB9+/blwQcfZNy4cQDk5ORw5513MnfuXILBIKeccgovvPACycnJ9fapqioPPfQQ7777LgUFBaSlpXHFFVfwwAMPIEkS4XCYBx54gO+//56tW7fidrsZM2YMTzzxBGkdpCqoQHC4IkkS1uw+BDuCs3DNcpO1W1eihrRQHpeOgGw2fFtamw3fQ+ejwRYDc/4NnYZB1qiGn6+YsfU9l6v7nsiTi55k4tCJdeaM2UNJeQ5lpZvp2vl4THXkWPkzvoCHL2Y/wPf5f7CWIOqf/LcujerCStmwt1xo64TJdAdn9u9M55REZEVGUczIsozyp2KNxUET/WM0JFs0Nls0tpgDX5okSeg6uGxN+51fEopwzZptLPX4eKZXpzojnv5MhWQlRmmET40aoKu94ZbSilCAk7+5huqq1Rzf82YeGHDOPsd3mo8gNrgKR8EfyOgkYKHQMQ5ZcaAG8zGFtmPTyqgggeyolPrnFYqg6pB6qIqajIwMnnjiCXr06IGu60yfPp2zzjqL5cuXk5WVxdixYxk4cCAzZ84EYPLkyZxxxhksWLAAuZ61wCeffJKpU6cyffp0+vbty5IlS7jyyitxu93ccsst+Hw+li1bxuTJkxk4cCDl5eXceuutnHnmmSxZUndmSIFA0HLY+mTjnTGjvaeB7DCcLsMFhahVVcgWC5jNHdeBuaEolta31AQqYdvvcPIUyF8BOxcadab+ewSMnQK9TmngPIOc0e0MXlj+Aq+uepX7h9+/X7Nw2M9zX1/KO96NaJKEa47OsaY4jk4bzrC+l5CUsq9/xk8Ln+HxdW9RIWkcI7m4L3kk3ZIHEo6EuHbdVPrEZ4NvG+OUOK458W2G/2chLy/eCGzcb2wJDRkdlRRGuwoa9RaFVI1F28qYl1PCsC7xKA3MArzK6+OGtdvxRFQ+H9ydI911OwfvQdc0ihUX8eaGFy0tkjQSbQ3P2Hvpgs/wVa3kxmH/x997j9nnmCzLXHGMEe4d0SKUBcqxyBZimhDVlh80xOYha6k544wz9nk+ZcoUpk6dyoIFC8jLyyM3N5fly5cTHW2EsU2fPp3Y2FhmzpzJmDFj6uqSefPmcdZZZ3HaaacBkJWVxQcffMCiRYsAcLvd/Pzzz/uc89///pejjjqKHTt2kNmBk4IJBIcDtuxsyt54A7WiAiUmpt3moURHI1mt5N93H/n33We8KElIViuS1YpssSDZ7STdccehVQdKMRmiZs1nYHEapQ1aWqjl/AZaGHqNM8YYNdHIKrzkDSMaqiGixmSFSIhoSzRX9r2SV1e/yo2DbiTOFlfbRNd1bvlwNAtUD7fEDmZg5vEs2P4rsyvW892uHzDt/J7fz5mB05nK2nUf8/Ky55itVzFasnHXMY+R3u2k2r5+nPOIMWxNFe9eMd3Iy90EwMTelXSJt6NpGpquo2o6mqah1jzXdTjl+AZc05/whVQqfGH+9upCHj27H5cOP3gByIqirYxdayTM6xMu5s35a/lQArsMdlnCrsjYZRm7ScGumLCbTGi6jteUQparYTl/goFKPLJEorN+i8lfOSkpk9e2gdNkRdU0Zm/ZRigSqY1iPK5HV+xmMybZRFJU08txFNSImkPWUvNnVFXlk08+obq6mhEjRpCTk2OYqq17Ha1sNhuyLDN37tx6Rc3IkSN55ZVX2LRpEz179mTlypXMnTuXZ555pt6xKysrkSSJmAN8wQaDQYLBvd7lHk/dmRoFAsGBsWXXOAtv2Ihj+LB2m4ekKGR9/BHhvDz0YBAtGEQPhtCDQfSQ8bz8/Q/wLVlyaIma6HRAh09raiZd9D44kozK2ppqZBZO6de8MXJmGqn2138DumYsQekaIDU8D45igaIV8NtjXKiGeF1TmfTVRQzGipy/CrnzSAKyzFzNy6SE4fzt9NcAOGLw1dwMfPH7P3lw2+dM+uoCtocryVUkOmnwn27nc9KoB/aL7Fmyez5ZKqTE9oDtsKh0LfFqPmDj6y0hPjtjNDHx9bs2NIb8Sj+hyN4IuqSGREGVbCbq3bNx938Fu6SRqlaSjxm/ruDXTPglM37Vgl+y4I9YUaV93+fslKwGza2kdAMAiY1wzP57z5G8tjSO55Y9w5Zt+Sh/rNvn+NZjT+SmE+vIMt1I8kNhzJJEvLnjuOc2eiarV69mxIgRBAIBnE4nX3zxBdnZ2SQmJuJwOLjnnnt47LHH0HWde++9F1VVyc/Pr7e/e++9F4/HQ+/evVEUBVVVmTJlCpdcckmd7QOBAPfccw8XX3xxrUWoLh5//HEefvjhxl6eQCD4K3uijVqgKF9zsfXqha1X/RE71XP/ILB2LaHt27F0Pvgv7Q5Bz5Ph3h1QshleGw0f/m3/NnduBmczos9kxbDMzJxiPJYkkBQj6iq5gZFjmSNg12JY9g4x6Dxlhiedu9mEhhbtQC1fiSbJxAGDe5y53+l904YTn/MZeVo1RzgyuavLOI4ecgOKad9f+Z7KnTz/4/X8Ur2D4+1pDOx7Ea5lTzEothujjzuB0zZ8zI/lacgHyq9TD2okwovT3yEzwc24k8dhtdkBCIT3CpreKS7G9j2IVaRwHbx9FpaoODYO7waug1tRwuEQ/mA1/qAPWVZIjG2Y5aW4zAhXT4hpeLV7k6zQK3k0G/M+YUXROwxlKOOuvIoKX4D5H72P025vcF8HoiAYJsliQu5AS8CN/lT06tWLFStWUFlZyaeffsqECROYPXs22dnZfPLJJ9x44408//zzyLLMxRdfzJAhQ+r1pwH4+OOPee+993j//ffp27cvK1as4LbbbiMtLY0JEybs0zYcDnPBBReg6zpTp0494DwnTZrE7bffXvvc4/HQqVPrFPQSCA5nQtuMgnjWLl0O0rL9sfbsScVHH1Ey9WXSnmid6JxWweaG9KFw81Ij46+kGOJj50IjEV9zfW5O/z9jaw7DbzC2Go6v2ShcD1OHw9G3wkn/qvf0nt3HMav7uIMO8/38p/jUv4OBspWz+l7O+k1f4ZUlhnc9FVdMHLoOg2yFRMc0voDio1Pf4M28dNgMjy74kr9lVXHxuBPpktmNufecwH1frGHFjnKe+nEDd5/Su+5Odq+Ad8YbFrbLvwRHw3xdzGYLZrOFaGfjsu8WV24HICm+AeH3f+LN4+5mVfnfmD33a4IllQzrnMmsLVsByExsmeKT+cFQh1p6giaIGovFQvfu3QEYOnQoixcv5rnnnmPatGmMHTuWnJwcSkpKMJlMxMTEkJKSQtcD5Aa46667uPfee7nooosA6N+/P9u3b+fxxx/fR9TsETTbt29n5syZB7TSAFit1n2WwgQCQdMI5eYiOxwoCQ13VGwvUh76J76lS9ACAbRQyHAmPlSQJEjovu9r5dtrjnWMujp1sifXTfGmFuluYfFyVEliGSFuX/IEQcnIMtOvzzmokQjzKmPJMFfx2Euvomqg6TqaboQXG89B1fe8LtUer47Ab95OPDKokhGD+vP2T/N5fVs8/31pHSdG/8IZ/RIYFB3L74EIU2fn1C1qdi6Gd8+F+G5w2edgb/3yACVVuzHpOm534yyPLrONo5O6s9bmZDeG+8Xu0goAusS1zLwLgmGSD3VR81c0TdvHdwUgoebLb+bMmRQVFXHmmfubIvfg8/n2s+QoioL2p1ouewTN5s2b+e2334jvICXOBYL/BYK5uZg7Zx4SUUaSJIGm4/3xR3YUFJD14QftPaXmodWEessdx2dhP2TZ8Lep2NGk0/PyFnHpjKsISEa6N++fljlLFIm/2TtzVMYxmM1RqJEIXa0eSsNWfs7TkSUdhZr9Po9BQUeSQJGMlVMJuC+7hMsuMn4s/6t3f+7yVPLVjz/wwRoTt86zAUZdrEwKYEqaUfDTGr13v3MhpPSHv328txhoEwjMmYVWUYUpsxPmrplIDrfxPtaBgowK6NKedHhNp8xriJtF23awKi8fi8mEWVGwmkxYTMbeajJh2/PYbMJuMmNR5DpXXMrCKln2jmU8aNRfyqRJkxg3bhyZmZl4vV7ef/99Zs2axYyacM8333yTPn36kJiYyPz587n11luZOHEivf60Bj569GjGjx/PzTffDBgRVVOmTCEzM5O+ffuyfPlynnnmGa66ynCaC4fDnHfeeSxbtoxvv/0WVVUpKDBC9eLi4rAcSr/EBIJDEGtWFpVffIl/zVrs/Tp+5t6sD95n09Gj8K9YgebzIUc1LmlZm1NdCj89AJFAja+LDNTsPXlGm+YUtWwLbG6oKmrSqX+seY8KGW5NGA6Apmt8W7KUzbLxw/b4bqczYqix7KWYTHz+0LUtM2fAFe3m0gsu4tILoLy0mNydOyksLqaTbIeo+40q2cGaLeCBARfA2EcNX6QmEtmZS8l3CuCGPzzAGiQCSJIfWQ4im8JIJpXo0VlYRx7DqmARuiQRiYSwHCTfz8FQaippr/3mi0afq0oSmiyjSTK6bGzZihnn8FHQq+O4djRK1BQVFXH55ZeTn5+P2+1mwIABzJgxg5NOMsLwNm7cyKRJkygrKyMrK4v777+fiRMn7tPHnuWpPbzwwgtMnjyZm266iaKiItLS0rj++ut58MEHAcjLy+Prr78GYNCgQfv09dtvv3F8O2c5FQgOd+ImTKDy++/Jn3QvWR991KFFQnDrVvwrVkLEsHBo1dUder4AFKyCle8byfBMVsMxW9cxClxqkH2WIRo6Ms5kKGna8tOS4hXEaeC2ulEkmSo1wGZZw6HppOgy/Xue1cKTrZvY+ERi45se3txQtGJD/MUd6wElCt3vR/MH0H0htEAEza/hK+lCaEse1pGQF6wA4Mj3jsCtg1uXiZFNuGUrblMUzkAGktIFyWxHkqTaTZZkJFmiIKcAO4Zj8I0nHMP2Qf0JhCMEI8YWiqg1e2MLR1TCaoSwqhGJRAirKpE9WyRCRFVRVRU1omJbu5K+wapWf88ag6TrdRRSOQzxeDy43W4qKysP6o8jEAj2JbBxE9svvhhrjx50mvZyu+arORA7rr6G6j/+AMAxcgSdXnutSUUA25Rtc2D66fCPZYavxqHIBxfDxu/hwfJ6l1Hq4653j+NHtWyf16y6zrcnv0tK6qAWnGTHIPDbr5TMsJByUydMmVn7HQ9vWEvhW8b7IeHHmr6DTVEb2ZURoiJYRkXQQ2W4isqIjwo1SJcdp6LoJoLm4J6qIUi6VLuXdImII8ITdz7R4tfyyCOPMHbsWIYNa91UD425f3fghVqBQNBRsPXqSeb0t9h57XVsv+xyOr32WrsXuKwLPRIh+tRxpD35JJK5Yzkw1sueCtpquH3n0RwSehmipngDJGc36tSnL53NU7qOpmtoaLUJ4szyIfLv10g0TzVgQY6r2zfU1L038Sf9RtUfBQR9nQnk9aJntI2RV1+6X9tARSFPPDuVk7LjOfqCf7TyzPclEomgqmqHC8jp4D9hBAJBR8Hevz+d33sX1etl+yWXENrRNMfQ1sSUlET1H/MIbGqZSJw2YU++Fe0QFjVZRxv7NZ826XRJklBkBbNsxqJYDltBA6BV+YEwksNZ53HJpGAfPYbEBy8l9U4jAsveY3/hoEXCfP7qU5gJ03/UwUPlW5o9AUI2W/P8fFoaIWoEAkGDsXbrRtb77yGZTORecgmBjfvX32lPUiY/gDkzkx1XXoV/zdr2nk7D2HMDP5QtNT1OAsUKK5sZbVZdAi+NhFdPhI8uh58fBG9hy8yxg6D5QshydYOiCYMLjHJBthFH7Hfs59f/xeZqBxccP5DotO77HW9t9ogaYakRCASHNOa0NDq/9y7mxCS2X3oZvmXL2ntKtSjR0WS+8TrWLl3YceWV+Fetau8pHRylRtRobVCpuzXpehx4djc5tBuAec9D0VqjHtX6r+CP5+CL61tujh0AzRdBbmCFbt+qEsyW3SgZ+ya+nPvuE8zPVzi5t5sex1/QGtM8KELUCASCwwZTfDyZb0/H1rs3O666mqo5c9p7SrUoLhedXn8Na/fu5F5wIXl33kWHjoc4HCw1AMfXFBn97bGDt9U0KN4IpTngyQd/BagR2PyzkZPnwVK40ygPgKP1I5Jamh3ffUDxJ5/h//lnArN/IzhvDsHFCwmtWEqw3IlsPvi/tbp7FwFPV6L67F2K0zWNX157iF+2BDg2U2LYBRMP0EPrEggYwqyjiRrhKCwQCJqE4nTS6dVXyLv9DnbeeBPJ995L7CV/6xBJ+oy5vcrOG67H8+23uMaMIfqUk9t7WnWzx6emuaUQ2pv0wUaG3Q3fHbzt59fW73+T0NPYl2429qs/NjbZBCY7WF0Q2xmu+K5D5u+pztvM9u/L6eLqz75paUM1WwpRCdsa1JdEkJItXhzBAJjMfP/yAywptjK2p4ORf7ur5SffCDqqpUaIGoFA0GRkm42M55+j8IknKXz0USo+/4z4q68m+pRTkJT2veEoTgdZ777Lzr/fTOHjj+MYNQrF2fSkaa2GfJgsPwH0OQuWvQU7FkDm8Prb7V5mLLsNvwkiQYiEQA0a1qoRfzfadBoOZ/7XWIqq3AVVheArA28+eHcblcd7nNQml9UYKreuQpEOfGstKotl90NfgkVCsinIdhOK20rcgCwS+hlLTVJKGsvif2Jp9Q5in3oMj6qjYuXMQYkMOfvvbXAlB8br9SLLMlEdLA+UEDUCgaBZSCYTKQ/cj2vMGEpfe43dd9xJyX9fJOGG64k+7TQkU/t+zaTcN4mc006n5MUXSb7n7nadS53s8amZ8wyseM9IuLcn+R4SuFIhdQAM3j+kt8Nxwn2GqPlkgpF3p77Mu1VF4Eo7YAFMZBmGXAZctu/r676Cjy+Hyp0tNesWxZOXw+KSBaSd3gddMxPxBohUBVH9YXR/BD2oQUhHCknIfhmlHMzIWBUTgVW7WO1eQf9J4ynPK2FpteGfVK7KRBHgtBHd6HvyFe17gTVUVlbicrkOWLC6PRCiRiAQtAiO4cNwDB+Gf/VqSl6ayu577qX4xZdIuP463Gee2W55Y8zp6STcdBPFzz2H++yzsfXq2S7zqJeoeOh/vnGj91cYpRL2lEnQVdjwLSyaBv3Og2amyW91XMlwzB0w5z/w3EC4eQnYY/ZvF/Eb190U8lca+28nwnd3GO/TnqrmsmIsU8kmwwKm1Gwp/eH8t5p6VY2ismAXiuwj65RjGnVe3u+r0L+vRHYafyfxnZI4oecIfts0nxGd+3Pylee2xnSbzJ6EeB0NIWoEAkGLYu/fn05TXyKwbh0lU18m//4HKHlpKvHXXov7nPFtXjlb13VkqwVUlYpPPyXl/vvadPyDIitw7mv1H5/9FCx8ueMLmj2MfhDMUTDzEXh+kCFsHH+p8G5xQnnD/Er244iroXSrUY8pEjCWr9RgzT5kLGFpYeNYqApC1VC6pc1Ejd/jJaqRH3E1HMbz/XbQdXpdt9f3q6DQqHMYCXc8R/eOmp1fiBqBQNAq2LKzyXjheQIbN1E67WUKHn6YkpdfJv6aa4g5/zzkNnAw1EIhCiZPpvKrr4k5/3wSbrqx1cdsccq3Q0zn9p5F4zj2TkPYzJgE/+lt1IaSqBEeYQhUGu0WTIXhjfw3cafDBW81vP1Hlxvh4W1EKODHam6cs/ym12bi0KNRzorDVPN3kbtsE+srt2HFxGnXndcaU20WHo+H9PT09p7GfghRIxAIWhVbr56kP/MMCX//OyXTplH42GOUTptG3NVXEXvhhch2e6uN7VuwgMqvvsbWrx/Jk+7t+MUt/4q/3Ch4eSjWhBpxkyFkfpwEnl2Gf405ytjbY402aUNbfx57fJYeSweTlfUV8WwNpGF1RWOz27HZbZgsFmRzzd5iRTFbMVmjSD/mHCzuhAP3/xeCwRAWS8Od5Ms27CQq10JFfBkDRh5X+3psmjFulNzxLHSaponlJ4FA8L+NtVs30p96isSbbqLklVcpevrflL76GvFXXkHsxRcjO1o+MskxahTJD06m6IknKXv3PRKuu7bFx2g1dB1eGmFE+xxxVXvPpmkMvwlssfDljYYD9NU/Q1yXg5/X0nMo2QxBL6tzA/y0Oxm3NYilophAGIIRiYguoen7O7wOXPQ7/U/7G8gSkqwgyTISMv7yAr5/420kCUwKKDLERNvo1Ls3wUCYYFAl56uXsLpisbhisUTHY3EnYo1NRrHuFfGaqlH4zgokTaLXDftGci38YyEAZrnj3aZ9Ph+qqnbI5SdRpVsgELQLoV27KH3lVSq++ALF4SDuignEXnIJisvV4mPtvPlm1PIKst57t8X7bjUiQXi0pmho/wvg3Ffbdz7NYc1n8OnVYLLCDXMhoUebT2Hd9If44fvFDMxOZvSDr++XT0nXddRQCC1YjRqs4u2J11EVPrCg6JlhwRXjRg2HKSupYEdpTcTaATBJGhZFw+2QOWLE7URttBI63kzXU/YNgX/ooYcAOK77UZxw6amNvt7WJC8vj1dffZVrr722TZagRJVugUDQ4bFkZJD6r4dJuOF6Sl97nZIXX6L0jTeJu+wy4i6/DKUFTdvOY46l4F//QvV4UA6VHzUmK9yxCd46Fax1Fz88ZOh3LsgW+PgymHo0XDcbkvu02fAb3n+cH79fTL8esYx+4NU6E0RKkmT4s1itQByXPvkCVbu3gKaj6yroOrpmVBFH1zA73SQOHrNPH388eT0Ll+3inCvGkzjgOIIVxYS8pYS85QS9lYSqKgn6qijZuZ1NW1XM66HEUcCgU87fbz5XnnMZb37+Drl5By87EQmHKdixA5sjCme0G4vN1qqh1h6PB0AsPwkEAsFfMaelkfLgZOKvv56yN16n9LXXKHvrLWIvvZS4KyZgio1tct+6rqMHAkQdeSSoKtXz5hF9yiktOPtWxpVsJJyL7ngOmY0m+wz420fwwUXw+hi4L69Nht38yX/4/qu59Oni4qSH3mxwUkhHeg8c6Y2zKI2Y+Dw7bzmHmR99yhUnXV7v+aUrZ1H67JeYZSsZ5x9ZZ5vkrmkAbPcXoGlanSJF13XmzfyFWbNmE1ZMfz6ApGnI6MiAIkkosoRJUYiLjWH0uNPJ6Lavn1Zx/m42rlpJlMOJw+XEER2N0+XG6XZj+ks6Bo/Hg6IoHS7xHghRIxAIOgjm5CSSJ00i/pprKH3zLcrefpuyd94h9uKLiL/ySkwJjXPYBCh9+WWKn3u+9rl/+YpDS9SEfOAvA3dGe8+kZUivcQyOavy/ZVPI+fK/fPvpr/To5ODkR95BNrVuriTZYuW4y6/l/edeY8uXL9LzvLprM0WldqUiVASAd1M+CdlZ+7WxOe10iUpjm283zz/6DNf94waiYp1sWLGcub/9wuhxp/P1F59THgxjl2DE0MFIgN/vJ+D3EwwGCAVDhEIhQpEwkYhKOBIht6iE195+mziLiYuvuprEVEM8ffPxh+wo99R9YZqGpGu1C2uaYsKqKB0u8R4IUSMQCDoYpsREku++i/hrrqbsremUv/ce5e+9T6eXX8YxfFij+tICQTCbsWRmEjP+bKLPPLOVZt0KFK6FZe8Yjw8HSw3AF9cZDsNnv9jqQ+V+/yrffPg9XdNsnDrlHeQ2Sv6YOvJsMt99jR8+/Yk53/yIzSJjMSvIsoSsyCiyjCzL+CJBKoJF6KtkOLvuvk497wxefHsaFVoVVeUeomKdfPnFFwQkmekffoSkRjiqbx9OOf8i5AZaoKo8lfzy1Res3LSFl156iUG9epCUkkqPXr3Z9cc8NFmhX1YnUtMz8Pt9BHw+An4/oVAITdPQdJ2yvF3YO56eAYSoEQgEHRRTXBxJt08k/qor2XXLrey+5x66/fB9o8KybdnZEA4T2rqVSFk55qSkVpxxC/PzP40aSt3HGGUSDnXKc2HLr5DUF7JGtepQO36azldvf0HnJAunP/EuirVtw6LHTfo3676YRsDrJVBdTShoCAJV0wiHI2iaTqc4qLIXk1TVjbA/gNm+/xwtUVaipSg8uo+ZX/1Ecs84ApKhJlyyzoTrbyKhxtLSUJzRbs6+7AqOzt/Nu6+9yvIt22BLTSLEmiWsjVtzOe/Ka+rt4+v/PEY4FKz3eHsiop8EAkGHJ5iTw9bTTqfTtJdxHnfcwU/4E3ooRP7kB6leuBDXiSeiayqxF16IrU/bOao2if8eaQiaUx5v75m0DK+dBLsWwY3zITm71YbZ9duHfDZtOukJZs5+6j1MUS0fTddSFC/bTPDjAkLHKHQ9bWS97RZ8+As/rp8LEjhROfXMs8ke0jI5fkoK8vFVeQn6/QQDAQKBAPFJSXTpVf/fx8cPT8IRG8dpt7RNpXAR/SQQCA4rLF27YkpJoXre/EaLGsliwT1+PIENG/AtX05w/Xr0SIS0Rx9tpdm2ALoOFTsgJrO9Z9Iy5K8yBE2nYa0qaPLnfs4Xr0wnNU7hrCfe7tCCBiBhcHdyPsrBu8wDp9XfLjXWzUnhAVQn+zjplkvqjN5q8hxSUoHURp0TqPIS36ljfjY76KqYQCAQ7EWSJBzDh1O9YEGTzncMH0bXr76k6xefYx8yhMpPP0MLdkzzOQDVxUbtosNF1HxxHSDBOa2Xa6dw4bd89uKrJETLnP3EdMzOmFYbq6WQJIlIso7D4yTk99fbLmP0YJIidlI9jhYVNE3FX12FzdkxBaMQNQLBIYiu6/hDantPo01xjBxBcONGIqWldR7XNI1IZRXBbbupXr4R7+9LjW3uCqrmraR64WpCecXY+/cDoHr+/LacfuMo327sqwrhITe8M75959Mcts2BovXGUlps69SwKl76E58+91/iXBLnPPkGlugmVgBvBxJP6o1NdrD5Pz+jhiN1tlFMJsJZOtFVMVQV1P35b0uCVVXYHB1T1IjlJ4HgEGPlzgqueHMR5b4wX998NAMyYtp7Sm2CfZgR+bT52OMxZ2SjB3xoIT96zUY4ADTcRVD3+Vpppi1ARY2o+XZPSHD7/zpvMl/dBJIM419ule5LV87ik2eeITpK4pzHXsUak9wq47QW8f27sDNxGQklSWx+eya9rx5bZ7vMc4ZR+n+r2PH5QrJvar8Mw5FwmHAwgM3ZMRNCClEjEHRQPl+2iyJvEEWSkCQYkBHDUV3iKK0OUu4LA1BRs/9fQI6KwZR+JFCNHOVAik9CjopCdjhQHE5kpwPZ5URxOZHdLhSXw9ACmo6uqviW5VA9fxlxFxwBkoTj2GPb+5LqRtNg5Qd7n5/zGvTveFWaG8TaLw3foP7ng6Plc9OUrZvPJ08/gdMK5z32MraEQy/0fdu384kpisErlZM2uu5EfADOlHi2OSuw5dqIBEOYrJY2nOVegtVVAELUCASChrNqVwW3f7wSl9UEEngDe83SFx+118/CJB/Cv+AbieYJYz/yWpJuHoQlo/Gmb8XdBbWqC/bBRlRHpERF6Wjfy4Xr4NvbYOdCGDIBTnp4b0XrQ41IyLgW2QRnPH/Q5o2lYtMSPnnsYWxmOO/RF7Entc7SVmtStGwz0u9+qmweet41FovrwEVdk0/vS+DDfDZPn0mf69oniWSgygsglp8EAkHDeX/hDlLdNubcfQImRWZToZfvV+fz7C+b+WDR3lowyv+QqFErDcdeJdrapPNlpwU0KH13fe1rKXcdgSnefoCz2oiwH37/N/zxLMR1hSt/gM71h/h2eDQNXj4a/OVw4gNgadl0+p5tq/jk0QcwKzrnPfwsUWndDn5SB6T407XIyPS6Zxxmx8Fz6SQN7snqH9fh3OLEm1eMKz2xDWa5L/49oqaDOgoLUSMQdDA8gTBfr9zN9cd2w6QYvvw9k130THZxXM9ENhR4yS2tZtrsrZiU/yFR4wmCLCE7m5YZNqp/AraHRoCmo4U1Cp5ajH99Ga5R7bhkoeuw8Qf48R7wFsCxd8GoiUYxy0OZ6adDySYYfJlxTS1I1c4NfPLQ3QCc98+ncGZ28HxDf6F4VQ4li7YQKq4iXksicITWIEGzh65XHUvhf5aS++Zc+j/Q9g7kgSqx/CQQCBrBV8vzCEY0Ljyy037HBmfGMjgzlnW7PUybvRWlA9ZeaS00v4psU5CaYZ2SbcZXngxYu8UQWFfafqImUAlP/Clk+4a5kNK/febSknx6FWz/A7qPwW8fRfCZO7AOGoE5exhKckazQpKr87Yw/Z7biGgSl953D66sQ+f9Kl6fw+53lxGvphClW1B0Gx65jC5jTqyzfX1FLB3JcYR668RsjCd//lpSR/Rt7anvQ8Br1IcSokYg+B9H1XRkiQN+qeu6znsLdzC6dxIp7vp/vYVUDQCL8r8jalo6ACiqfwLln28mUhHAFNO2afQBqPxLlWpfWdvPoaWZcT+s+QxS+uMJDSXv1odAl4DvAZDNOuYYMyaHGefRRxE3ueERUbqm8fLtt7HntvXWlH8DT2OSNEyyjlkBkwwmE5gUGbNJxmSSMZkUzGYzJosJk9mM2WLBZLFistowWa2YrVGYbHZMdgcmaxRmuxPFFoXZEU1snxHNfkuC1T7Wv/oj7t1unFI0wSMg89QRB7TOrJ7yJVGVUfit1UjJFtx900g6ometz02PS09k0+Qf0L8qJ/nI3simhtV9agmqKyuwOZworVwctKkIUSMQtAGeQJijn5iJNxAhwWnli5tG0iluXz+DzYVeFueWs6HAy6RT+9Set6WoikBYrdk0AmGV7aVGOLLN/L8jaiRJQtdarj/7gAQqvs7Bt7SI6NHtkOQuORseqjRqIj03kMaEo3dI5r8I8/8L7k54pNHkPf02rr4JpLzwHuENiwlvXkM4N4dQ3m4qFu5GDc4jbnLDu5dkmYHHjMBpChGXEEsk6CcS8BMJBggHA0TCIcLBEJFwmEg4RCQcIRxWCQQjVFWHiKga4YhORIWIBhFNIqzJHEgtT5h0BwmDTmjyW5Lz03wCPxcQLydQneqj6zXHYXEd2IfLm1eMo9KB31QNGkTtsMGuKgp+XEyVVIkaB1Hd4jANjca+TCbns7n0uLBxWbabg6+ygih3TJuN11iEqBEI2oBKXxhvIML4wel8sTyPK95cRJzDQiiioeo6a/I8+7Q/prsR/jrxwxX8uqGo3n7tlrb7hdbuSBg+KC2EbDVh759A9bJCXCd2av1MrVVF8M45MPwG6HsOePMh6IXSLa07bluw+jOYcR/YY6lUTmX3sx8RPTCJtOk/IVltmFI7Yz9hb1i6fvExhIqqGj3MmJvvb8lZo+s6atBPpLqCiM9DuLqSiL+KsKeEj6dOZ/v8H5skajz5hWyZNotEfyoRsxXHhZl0Gph10PNK1+Xif3snFtmG9dRk0kcNQI1EKFmZQ/nKHai7NKwlVqxlsCd3bnh5BVzY6Ck2meqKchwxHTcir1E/86ZOncqAAQOIjo4mOjqaESNG8MMPP9Qez8nJYfz48SQmJhIdHc0FF1xAYWHhAftUVZXJkyfTpUsX7HY73bp145FHHuHPdTZ1XefBBx8kNTUVu93OmDFj2Lx5cyMvVSBoP1TN+DxfcEQnXrpkCH3T3HSKi2JrSfV+guap8wYQUjXu+2I1K3dVckrfFGbfdTwL7xvNraN77NPW1oZm53ZHklrcmBE1NBm1NED5J5uomr+7ZTv/M0Ev/LsHFK6Gr/4O/+kNLwyBV46Dz64GJLDHtd74rcm2OfD5NWC2UyGfxu6pX+MekkraO78g1VMdWwsEkaztv3whSRImWxS2+DScnXoT23sYiYNHk3bchaTGwK5NjbvPqGqEdW//SOEzy4jzJxLqL9HjX6cQ1wBBA1C80BgvMEQjdaSR+VoxmUge2oveV51E/wfH0/OpU4m+qSfBoyTK3aXIvVo2suxgHFaWmoyMDJ544gl69OiBrutMnz6ds846i+XLl5OVlcXYsWMZOHAgM2fOBGDy5MmcccYZLFiwoE6HJ4Ann3ySqVOnMn36dPr27cuSJUu48sorcbvd3HLLLQA89dRTPP/880yfPp0uXbowefJkTj75ZNatW4fN1g5r4QJBI4nUiBqTInFq/1RO7W8UkPt4yU6WbS/HpEg4rWbsZoXRvZMo9gZ5f6ERup0UbcUXUvGFVHZX7FsfxmFtf2NrMBjEbDbX+zfeYrSwpQbA2sWNtUcMvmVF+JYVYe+fgOJs4aRm/gp4+i8hxwMugOwzweoCa7SRiybqEBQ12+fBO2eDJFOhnUz+678Sc1QGKW/8iGSq/7Op+UMojgNXW25vMjqnsXJNHrqmITXgs124ahOF768kjhQ80RWkXT0MR9rB/00LFq2neMYGzOlOItuq8OAj+4KzDnhOdGYy0Zntkzm5uqKcxMysdhm7ITTqG/GMM87Y5/mUKVOYOnUqCxYsIC8vj9zcXJYvX15bGnz69OnExsYyc+ZMxowZU2ef8+bN46yzzuK004wSpVlZWXzwwQcsWrQIMKw0zz77LA888ABnnWX8Q7/99tskJyfz5ZdfctFFFzXuigWCdkCruRn/Na/MBUd04oIj9o9yitF0XFYT3mCEt+dv5+352+vs19yOId2hUIhXX32V4uJihg8fzhFHHEFlZSWatq/ji67r+P1+qqurCYfD6LqOLP9O586dsdkTsZjjMJvj0NEoLPgKuz0TWbaRlHQqsmypXRaSpBbXNEiyRMxpXSl+ZRWaL0Iwp5KogS2U+0NTYdnbMPNR0GqSJ8ZmwSWfQUL3lhmjPfnhHlj4MsgK5YHjKfh8ETEjO5PyyncHFDQAanUY2QmR3PXIienIHVDgpPc/kgUrCijfuIS4PkfV2y5U5WP9KzNwF7ixSy4Y4yL7pGMaPE7Fmp3EVifAJgAb5Qkd22H8sLLU/BlVVfnkk0+orq5mxIgR5OTkIEkSVuve/Ao2mw1Zlpk7d269ombkyJG88sorbNq0iZ49e7Jy5Urmzp3LM888A8C2bdsoKCjY53y3282wYcOYP3++EDWCWnRdJz8/H13XMZvNmM1mLBbjprhnOfOvy5p/3WuaRjAYrN2sViudOzc/U2lErRE1DfTbUGSJGROPpaQqiK4bqy618wR+WJ3PW/Ny261i74oVK/jyyy9rny9YsIAFB6mgbbFYsFgshMMFHDXsC7bkHHiMdevvJHXV9STFnY4eiBApa1xtp4Yi201oARV7/wTs2S1gLYkE4ed/wtovoKoABlwE6UONek4nPgDmBib7qyqGTT/AoEuhA4XuB7csovitu3FLO7BGZeCtGkTR58uIPaYrydO+aZBVQ9fAu6YY7ynnACApOrIFFJuMbFbQdZ2M51/CMrj9Slmkjjgd6Z2vyVv0U72iJvenhfh/LiRWjqM63Uf3a05oVM4ZgIxTh1KxaR1VPf2YY6LoMnJUS0y/VVAjYQJV3g7tU9NoUbN69WpGjBhBIBDA6XTyxRdfkJ2dTWJiIg6Hg3vuuYfHHnsMXde59957UVWV/Pz8evu799578Xg89O7dG0VRUFWVKVOmcMkllwBQUFAAQHLyvqa25OTk2mN1seemtAePx1NvW8HhQWFhIa+88kqL93vfffdhsTRvSaI+S82BSIuxkxZT9w1w2fZyzO0Yzu33G8tgF154IYmJiezcuZOYmBjcbjeKstfPZ4/ostvtmM2GD4WqRpg1+wuCwb6cNOYdwuEywuFywuFKoqKykBU7mupn/oIx+GI3gnoqssuCLdGOObXlc2PI0RbQdPyrS+CiXs3vsGANLJxqPL7mV8g4onHnqxFY8jrMnALBSkgb3O75awKlxeT+MoeclZXsKEtD48HaY9ZAGSNZTuWKKjzHnU7ak4/jHDnwgP1lfvA5oVXzUctL0CpKUSsrUD2VqOWVlM/ZCoBafmB/zNbGGp9OgiNC3oa1/PXd9+YXs/WV2cT7k8Es4bg4k8z+XZo0TlRCDLs1L9qmMFn/OhHF0v5LyvXhq6wEOLxETa9evVixYgWVlZV8+umnTJgwgdmzZ5Odnc0nn3zCjTfeyPPPP48sy1x88cUMGTLkgGvtH3/8Me+99x7vv/8+ffv2ZcWKFdx2222kpaUxYcKEJl/Y448/zsMPP9zk8wWHHntE7IUXXojD4SAcDhMKhdB1/U9LGHtFxV9fkyQJWZaxWq1YrVZycnL48ccfW8QaUlodMuYYUZvdFxh5aiym9hM1WVlZAHi9Xvr06UNCQsOLFSqKiWBwALruxWx2Yza7gf1vCLGB4wjGF5Bwer8WmnXdSJJEzBldqfhmK9WLCnCOSGtehzE14eEXfdBwQRMJGg63m36AjT+CJw+yRkHuHKN2UjvgLyxg6y9z2bray66KdDSiSXVWMfKIUlK6xbDgNxO7ikykedfiPmMCgQ1rCG1eQmh7HhxE1Jgye2HK3FdA6uEwuy87CSSd9Lsuw37i+a15eQ0iPSOB3O2ltc81VWXTuzMxr9VxEYN/gEqvi09DbsYPDNmkEHV6Btp35ax/8Qf6TTzj4Ce1E9UV5QCH1/KTxWKhe3djPXjo0KEsXryY5557jmnTpjF27FhycnIoKSnBZDIRExNDSkoKXbt2rbe/u+66i3vvvbd2Gal///5s376dxx9/nAkTJpCSkgIYv8JTU1NrzyssLGTQoEH19jtp0iRuv/322ucej4dOnfb3XRB0fDZv3syGDRuoqqpCluU6N0mSaiPtIpEImZnNzzuya9cugH0sD01lU4FRL6WgMniQlg0jFNHaLfHes88+S0VFBQC5ubkcdVT9/gb1IcsOVLX+UHUAR1RvKkML0SIR5IP4aDQX59HphHZ68c7ahWNYarOyFtdyMDFcVQybZxhlEnJ+g3C1IYh6nwaD/gahKnhrDihtV425Om8nW3+ZR85aP7s96YCbtOgqRg0vp+voETg6GW4Af7y4gl1FZfTt4ebYlyYjyzKFT79O2ealuE5qfM0qPRJh94RT8KwsIH3ihURf1bKh200lvc8AVmycQ3X+VqoLVYo+WkOMnkCFq4wu14zCkRrfIuNkHDuAtau+w73TzY5flpI5ZmiL9NvS7BE1h5Wl5q/s8UH4M3t+tc2cOZOioiLOPPPMes/3+Xz7WXIURal1NuzSpQspKSn8+uuvtSLG4/GwcOFCbrzxxnr73fNrW3Do88MPPxCJREhOTkZVVTRNq3OLiopiwIABpKU185d2DapqWFXWrFlDdnY2pmbcWPtnuAF45Nt1PPDlaqaM7092ajQRTSOs6kRUnbCmEVF1IqpGSNUwKzIjusYj13GD9VR40AI+Vv06A0mW0FUNTVXR1IjxHtU81lQNuyuawaec3mL+N4HdNmJ8g/E5d9KtW9MKCSpyFJp2YIEXlzqcXXnTKN00j8Ts1vetcAxPxbeimNBOL9bOzXFcrcfvR9ehaJ0hYjb9CLuWGK9nHAnH3gE9x0FSn71iKMeIIkVp3dBn7/ZtbP11ATnrQuRXpSMTS3qMj+NGVdBl9CiiUk/ap/3cF1awcm0ZA7NjGXnzwNrvb9+yZSgJmZgTYho1vq6q5F95Kp7leaTfPJ7o6zqOhT192MnIX81j6VPfkmUZgFm3oI910G9Mwx2BG0rvG05m/YPfYPvJT1V2Cc60hls/2wpfZQUA9mh3+07kADTqW3rSpEmMGzeOzMxMvF4v77//PrNmzWLGjBkAvPnmm/Tp04fExETmz5/PrbfeysSJE+nVa6+ZcfTo0YwfP56bb74ZMCKqpkyZQmZmJn379mX58uU888wzXHXVVYBhGr7tttt49NFH6dGjR21Id1paGmeffXYLvQ2CjkJ1dXWthWQPZWVlHH/88Rx//PFtOpc9UXyff/45P/30E+ecc84BrY4Hol+6mwuOyCDKYuKtebnc9N6yBp33/rXDGNlt/y+3bfNm4lW68fOffIhkxYSsKLWbYjKh6zq+ygo6DxhEfHrLWCp7pg8if72P6Kru9O8/oEl9SLIZiQMvxcX3GIlpWwz5279qE1FjyYxGdlnwrypupqj5E5Eg5M41RMzGH6FyB5gd0P1EOOtF6DEWnPVEW4VrwvdNrZe24sUbaoQTe30WrUoVvoCVtUuDrFk6kxJ/KuPOCJI17mTmvrCS1evLGdg3jlH/GLRPX6GcdYDOjhsfwBQbi7lTOvHXnn/AFP66v4r8686mcsku0m44jei/P97yF9kMnJ0HcH7WnQBUplbS89qTMEe1zo9lxWQi88aRFL+wktyX5pD90JltWv6gIVRXlGN3RaO0suW0OTRqZkVFRVx++eXk5+fjdrsZMGAAM2bM4KSTDCW/ceNGJk2aRFlZGVlZWdx///1MnDhxnz72LE/t4YUXXmDy5MncdNNNFBUVkZaWxvXXX8+DD+51RLv77ruprq7muuuuo6KiglGjRvHjjz+KHDWHIbNmzWLx4sX7vR4TE9Pmc+nZsyeTJ0/mq6++YtWqVWzYsKHJosZpNfHUeYafwWUjOpNX7sekSJgVGZNcs695bpZldHSOe3oW+RWBOvtLzMiAfInbP/gaHR1Jkuu0xASqq3jxqosozNncZFHj84QozPWgRTTUiIaiWwEfUsTC718vZ8x5jV9+kiQzSAcWNbJsIk4+kTJtZqsvQYWLfVT9sRvJJOFfU4L79K7Nt2zNehw+u8ZYRnJ3gp6nQK9TIOuYhlXhLtkMFidEtd4v9qQUCJSV0Tndi8Uqo2k6mqqjaTp+H2wpzAJAMZuZ89wK1mysYPCAeEbetL/PjH3wCIIbVuNfOhfN74GwH/vgbJzD6xe+xZOuoHJxHrFHJWEfOZrI1uUoCelIzniQ2/+GLu1Z4pV89L319FYfT9EUInaVmGACOZ/8To+Lm16ioTXo6OHc0EhR8/rrrx/w+BNPPMETTzxxwDa5ubn7PHe5XDz77LM8++yz9Z4jSRL/+te/+Ne//tXQqQoOUfYs8WRkZBCJRAiFQqiqyqJFi+jatWut9aStUBSFc845h/z8fNauXENMrsTQU0Zi7dp082u3RCfdEg8exRNtM1FcVfcSjWK1I0tGUrAD3XptDiexqWn88vpUdF2n73GjGz3fuR9vYvOSff1f0nrEUFRSwMa5AU48p+5qwi1BapfxFO38nKL1v5LS/+RWGQPAv6aE6gX5mDu5MMXbmidoLE5wpoBshlG3GctKyX0P7mPzJ3RNZ8tKL077SaS2Yjj3+Q/VXSG6YtMmvn9xGTbZy6mXxLFxfhRrt1QwdHACw6+vW6RkTnus9rH396Xsuu5StGp/nW33EH3BlZT/cgfli4opv+yO2tdlk7Y3xNtmQomyIDvsKI4oZJcTJdqN4o5BjonD3LUP9hPPO8AozcPVowDfFjNoWquE1ocr/Oz+YSXBtRVERRxYNDPl5mJS+h7Y2bo96OglEkDUfhJ0MHr27El+fj4mkwmTyYTFYkHXdVavXk1xcXGbi5o9DOkxgBnzfqVkdxHFr6wi9tweOI5MadUxk6JtFHnqFjWyJKE3sGz1iVfdyGdTJlO2e9fBG9eBpuqk9Yhh3A39UUwyiklCkiWWzdnAgvfzmTdjFaPGDWpUn7JsRjqIpQYgrttwLJuTKdj1dauKGsVpAQkSr+2/99d5U7FEwZ0bm3z67i0VzP14M8U7jkbhSM5duoTEoY0MC28Gu+fO4/v3S7GbdMbf3J3l3/jZsK2SI4YkMuy6hoWW70m+p0ciB2xnG3ka3ecOJ7xxJWppAWpZMVp5CWplGVplJarXi+atQq32ESnzEcyrRA1E0II6Wnjv57/HL4MwZbROQkNzWhzqZgta0XbklKaFbf8VPaJRPHcjFXO3Y/fa0XUVj15CIDtM1mnD6JKU1CLjtDS+ygqccS3jHN1aCFEj6FB06dKFLl32/eLw+/2sXr2aQKDupZjWomJ3Cc54N2pEZcH8BSRoLgbSFSXagjnV0erjJzqt9VpqzIqE2sDSbXtSmsdnNC0iTLHI6LqOzbGvw+rgUb1Y8FkuOcsLGTWucX3KkgVJOnjJbVmWiZGPplz/vXEDNBIl1go67P7nPKzdY0i8uu3zwnhK/cz/IoctS4pIzHRx5s3ZfPffFexaurFNRc3PH+4mqMXRu1MJcz8oZ2dxiGHDkjniyr4N7kOy1HxWwgcWNQBKTDzKsLotRgdCD4epePYuCl6fgexqPeuBqWsWzN5NeOMWrM0QNbquU7W5kIIf12DaLWHGQiDspTK9goyTBzE0+4R2S6bZUKoryknu2rGzYQtRI+jw7IliaytRU7K9kF8+/4ENlbl0daTjtDuo0vyMjxyFPcNFwpX9kO2t/6eT6LJS6Kn7ms2KjCo1LLuuPTqapKxurPrlB7KPafwavXyAL1odaKDBaB8UxY7JFGLGT9k1vdTYnSQdWVZRVQsD+n9IauoAYhKOosjzOdXFuTgSsxo/WAOwZrlxj8vCOycPOaptCy0GfWGW/7yDFb/sxGo3ceLlfeg9PAXQUTFhtrftfE69MotV365kTU4mKiFGjkpl8KV9GtWHZDb+PrRwy+RlqnsMM4SN/E+6txjcrWNBMHfvgixtILDJg/W4xp8fqvCT9/1yIms92FUHRMKUOEuJGZVF9nFnYzK3f2HPhuKrrBDLTwJBU/nuu+/Izc0lUmPCDoVCLdv/K59SWFaMruvo6Og6RLQIxeEKrJKFdEsiW6vzoBpGWfsSE3IQc3b3NhE0YIiaNbsr6zxmMcloEvskFqwPWVbIGjSEDX80w9pRh36a/fVypKAV9DC/f7scVdXQNR1N1XC67Qw/qX5rR79+E1i50o+iaEjIIElIkgxIBPw7MJl+p7w8h9TUASR0O4ZNy6Fk65xWEzWSScYxPJXKGbnN8pdqDIGqMCtn7mTVzJ2oEZ1BYzox5JTOWGzG5yvk8QAyFnvbpqZI6N+fQT+vo6tbwTokQNqFjRM0BjVWxHC4Ref2Vxzjr0H+8Dd2XnYumZ/MQE7IaPExJEXGGltEYEcUDf1k6KpG4e/rqfhjO1HeKGR0PJQR6KfR9fQR9Ijt2MKgLtRIhKCvGrur49Xp+jNC1Ag6DA899BB2u53OnTsTDofJyTGKA40aNQqr1Urfvg03fx8MTdVYvHsNAN2dGUiShISEopjom9KHo047BrPdwsfPv0NyfCI9t8bgOCoJS1rLp+mvjySXlWJv3ctPRuI9jWBExWY++J+xGg5jamKpB6vTTHXO/uIqd00xYKFqh5nVO8r/crQKXV/FiLF1O5XGxHTiuOOmGHNTw/w443gUpQLQa5elJMmIfrHHpmD1Z1ARXEhnLmvSNTSEYK4HNNBDGpGyAKa41omu9HtDrPhlB6tn5aFrOn2PS2fwSZk43PuKl7DXKO1ijmq7KE894Kf0mU8IeDJIGR3GPvbUfef+6y9U/laOpESQTSqyWUOygGyTke0Kst2MLssUvDQdZBPWXlmtOl9LnyF0euFpdvz9Tnb97TQyPp2JHN3yFpuoAamUznIQWrkMy8Ah9bar3JRPwY+rMedJWCQbkUiA0oxq0k4ZzNDeHSuSqfEYv2waUturPRGiRtAh2FOs0e/3k5ubS1ZWFgMHDmT48OH7ZJJuKXIWrQfg4pPOpdfR9VsULr79CiLlAQqeXIy9b9smw0p0WfEGIgTCKjbzvuGtVrMCaARD4f1ETeHWLSz7/ivs7hjciUnoGqyfMwfZZGXWexsozasiEtaQZQlZMZx+zVYTJ1zaG2fs/laBKJcFT7Gfz55aCjUWLYvdxHl/P47qqmoUk4JikpEVGaVme+vB31jxy656Rc2fiUSC2GwFBIP9ibL3QpIUTCYH3brtLWLrkgfg1Vc16X1sKFqVYVWo/G4rwZwKEq5oORENUF0ZZMXPO1jzex6SJNH/+HQGjs4kKrpusRksrwDAGt36/lsAus9H6f99SsCbTvxJGvbR+ztmB9fvRlMTsMUVoYdAC8tofhN6qQVNs6PpUQRWfkykeBtp/5lK1MAWqKV1EKKOO51OT1ay8+5HyLvkFDI+noVkb9n3zHbiaJTff8D7wxbi/yJqQhXV7PxuGZF1HhxqNIqqUeGsIOaYLPoce2aHzulyOCLebUGHQFVVTCYTkUiEQCBA//79W9Qy81dmz5pNvBxNj+EHH0OrNm52sqNt1r6/XbWb1XmVFNdEPhV7g3SKi9qnjdmkAGECgTBux75FL7csWcC6Ob/96RUZSXZjsvUkP6eShE5OLDZTbU6SqrIAO9aW8senm+kyMAG/N4zfG0KSJUwWmd2bKwAo2Lqvtaa6PERK17qFXp/jkln3QyUrF2xi4PCeB7xeuaa2UVzssQwffnudbRxRPSkJz0DXtZplqpbHMTQZe584il9fA0rLOWxWVwZZ+uN21s3djaJIDBqTycATO2FzHvjz5Cs2ag5FJba+mI4UVVDy4m9EgmkkjJOxHVe3VSFSIWG2lxF3+xV1Hq/65EV2fjmLpEtG4x7XdtWmHaddQkZ1JTsfep68S08i/YPfkCwtt2wnWcxEHwnlC7sTnDcX87CRFPy+hoq5O3BUOTEDXqkKtb+JrNNH0t3dsZdomoKn+MBlTToKQtQIOgQmk4mJEydSWlrKG2+80Sp5TzRNAx08hWXsChYxbtCJDSpEp/kMnx7Z0TZ/Li/9lsO2kmpsZpnYKHOdhSttNZV8X7/zZly63/AHCgVJyMyiOHfrPm2tMX9Hkszc8OLxKHVcbzio8vb989iytIgtS4tQzDJ2lxl041iw5vpPvLx37ftlssgkdXbVew3HnjaItTN/YuE3Bxc1Sk1tI02vP1JGkW0gqy0maopfW01wSwWSTdnjp2z8TzfCbZV6rCeNQVU1Vs3cxeJvtyErEkNP6cyAEzKwNtAR2VfmAZxEpbRu6gCAgmdWA4Z4KvvRg/zTZ0hKGFmJIJkjyGYVPawSqOpD7BEldfahlhVQ8NR/icq0E3ffc60+57/ivOAm0n0e8p58i/wrTiH1nV+QWqBu2x6izjiNquUfUPqNg+qvZmCXnKCqVGSUk37aYDK7H99iY3UUgr5qNs6fy7rfZ5K3YS1mm524tJb3W2pJhKgRdBgcDketU3Bz6iwB/HL/hyw0bUajxgkY0P8SLdRnZMPCdjVfjaWmmVExPp8PVVVxueoXAwCxDjNdEpN48W/1r92nd+8O81Yw8LTxpNglImGNZd9/XStonHHxHHnmeVQWK6ybZyYq2lKnoAEwWxWuenqUkUlW1TFZ9s1OHKgOo6l6vcskdaGYFHocW4Ap9lF+nXkrwWBdjpG1agKrFXStflGjqgHQlFqrTnMJbqkAIPrEzJroLcnY1+wsXWOa1f+uDWX8/uEmKgp99Dsug6PO6LJfSPzB8FdUYZLMmNvAMTP5733x/bEKRfGiVVej+cLoIQ0tJKGHzUR8NrSImajEXKLOuaTOPgpvn0DEp5P0n0fJ/fhDKubNQ7bbke02ZHsUSlQUisOBKSoKxeHE5HRgdrkwOV2Yo6OxRLuxHORv42BEX3Evuq+K3c9/hvL3s0l++Ztm9QcQ9pZS/MNzmNZ/RixmSvTJBKO8mI9JpNdxp6Eoh9dtVI1E2L5qOWt/n0nOkgVoEZXM/gM59eY76H7kCMwdPJP/4fWvITjkaak8DV5XGMUvc0zvI2od2xRFQVZkIuEINruN6KSGRSBo1WEwSUjm5lkIvvvuO9auXcvpp5/O0KFD673WeIeVIu+Bw9ctJkNgpGaPonJ5Kevm7EaXLkaxzqHfcZ3pdsTpdOqThMmiIJk2Urit7iiqPUiShGKSqOv7ubE34z0cfcqpLFz4KABm85+rDkt/elTzWDfRq9cF9falqj4U1V7v8cZi7RmLJEu4jm3ZX52BqjBzP93MxgUFpHZ3c8E1R5KQ0bQbtc8Twm6qahPHTHOnONwXHd/k87d//gq+BTsAibzrjMzANiAiyyiahoQhXyM1W71ccyV97ry7yfPQNQ29JvWDd8kWkjStSe+frqmU/P4eoYVvkFi9ijRZpVBPo7DPqSSNO5a0mHrqdR2i6LpO4dYtrJ/zGxvm/Y6vsoKETp05+sLL6HP0cR0+4d6fEaJG0KHYc6Pf4zjcVCxxdsz5Jo69uAWy0LZwQqxvv/2Wbdu2cf7559d5PM5hYUOB54B9bJlfAMDX/11JoibjjLOS0TOFDQtOZONi2Lh4PZl9ixg9oQ80IOy7NXA6knFKt+HVnmNQ9p0kpvVocl+qVo2steAvRE1vUb8ZNayxevYulnyfC8AJl/Wmz8jUZr3vviqVKEvbJpxsCuHqCn758jOS+yXTbeRpSIoJSZZJOPY44gcOQtM0tGCAsMdLyFNJuKqKiMdDpLqaSHUVkepq1Opq1BdeIlxa2uR5BJfOpODeO/DtDOAenETS0681WtB4Ny+i4qf/I6ZgFomKj0rVQUHKOGLGTiS5R9slQGwrKgryWf/HLNbPmUV5fh6OmFj6jDqO7GNHk9i5S4dPBlgXQtQIOhQtJWpkWWl2H7V9OUwQ0dFDKpK16X8yNpuNxMREQqEQXq+39vWwqhEIq/jDKoGQEc5cVn3gnDydesTC+h30G9OJowckE5viQEcnvVcsv043Irt2rC3lzbvnophkYlOjDthfazFw+JX8Pvs11ix7iRPS/q/2dU3T0NBQNWOBUNU1dL3m8Z9e02q2Ys2PrrVcRIse0dCDKlUL8zHF2bD1aFreEE3TyVlWxIIvc/CWBsgelcZRZ3Rt1FJdffh8MlG2g2fkbW8WPHcH3pDC2f/8F/H996+mLssysj0Kkz0Ke3JyHT1AyOsl54WXMDWhcK3m81I6+RpKf1iJySmTOeUWHOfe2ODzQxWFFH3/DJZNX5FEPlZNocg5CP/wq0kcdRHuFvTL6Qj4PJVsnD+H9XNnkb9pA2abnR5HjeDEq24gs+8A5EP8eoWoEXRImitIFEVBrStjXBOQazK6ar4IcjNEjd/vp7i4GIDKykoe+OfDfBfKplzfX3C4D5JF1qzDNR4rBYuKmJfjrfWH0euoPKBGNEp2VvHmPXPRNeO91TWd3iNSGXV+DzRN479XXYEW0ZBkC4a3bI0nkm74veg1TrTs99oevxjjcVhWmXHc2WzpMgBdqjnF/Aa6RUP/bSm6DrrUhC9NyyUMlwdzfOPPrBPZZiKwoYzQTi9KrJXUexpXaTwcVNkwP5+Vv+6ksthP537xnHbTQOLSWk54+QNmEhNbN3ldcyle/D1LVuYz/KiudQqahhIoNCyPlvi4Rp1X/fXrFDz2H0KVGvEn9yPhkVcbVDJBi4Qo/m06kSXTSfKvJV3SKJQz2ZU9keRTbiHD1bh5dHTCwQA5Sxayfu4sclcuAyBr4BBOu+Uuuh0xDLO1Y/vJNAYhagQdij1RT5p28LpAB+tHp3l9AHz3ymfk7NpGtNnOxZEhzfqDyc3NRZZlTj/9dH5ZmcvUjZbaopRDU63ceFJ/7BYFm1kmPebAlpVQWZBYTYaKMIWecK2F66/WYpNFJlJj/dFUYxlKViR81WFylhcz6vweqOEIYX8ZAEndRhmJCCV5717e60G793UJSVGMcWuey7JMzuIvSSnNZ1T3EUiAIoNMBMybcMZaUTCscbIkIdc8ljBKMUjsec3wtVEk2WgnweRcJ6Fwy9Wcib88G1Sdso821Ea3NYTygmo2LChg7Zw8Qn6VbkMSOemqviR3aXlnXl/ITpSrZYR5a6CF/Pw07XlioySOuvmpZvXlLzTChf2bN1Pw2284sjrjyOiEXE8JgcjubRTddTWVS/Oxp1no+txTWIcdfKm5csM8PD//H7FFc0hW/FSoLvLTzyb2lImkZB08p9KhhKaq7FizkvVzZ7F50XzCAT+pPXtz/IRr6TXiGKKi2yZzdlsjRI2gQ2Gu+RJriZIILXE72FywjQq5ijKqUO3NW19OSUlh69atrFq1iuikPugbS7jlyGi6JLs5fXjfmtwzDSOtZwzrv9tO14u6Mu74rEbP5fU756BFDLGj1CTv6zH8LM6ceG2j+wJYUlpBWUEBVZvm0M9h5b7Rfw3jzm5Sv3tYt30Dn8t+NE1rkXB/SZZAlggX+bF2O/iXu67rfPvCSnasK8NsU8g+Oo0BJ2QQndByzsv7jBdR8atOoqJbr3ZSc1kx7V4KvAoX3Xo9irV5y5vmaBeqLGH+6jvKv/qOcoy/37DZRNjlpOtrrxOXvfczVHDTxXg3VJJyxRhi7vy/2qrgdRGurqDou//DtO5jktmNVTNRHD2UwKjriR82npgOniG3Mei6TtG2HNbN+Y2N836nuqKc2NR0jjzzHPocfTwxKS2fyLSjIUSNoENhNpsxmUwEg3WXB2gohqWm+bJG/lOkzpdff8n5559fK7way7BhwwiFQuTm5tIlrR8AZwzrRY+MpEb35XAZPhuBqqb5XCgmiaAvwpLvt6GqOqAATfcDmfrMU2RvWYUTCDciHH9LdYDnthcS1HV03bCt6To1ofiGP68ObDJFKJEkft9czPG96vbLaApqeQBTbAP606Fgm4fETBfn3DkEk6V1/Q6CZcVomImKbV6Ic2vh2bSYufM2MTA7hfSRZza7v7j+A3AuWoRn6xaqd2wnsGsXwYJCItu24li4lF2ff0pMz/uQaz5bMX+7BO8/XyS8O79eQVO1awNlX/yTxKKZpCshCkknr9/tJI27lU6OmGbPuSNRVV7G+jm/sXb2r5Tu2kGUO4beI4+lzzEnkNy1+yHp8NtUhKgRdDisVit+v79ZfUiy1CKOwpIkke5IwpwYxaZNm/j555+Jj4/nqKOOavQXRa9evSgpKaGoqAhXTT2fBRvzKK70cVSvTpgaYalxRO2xaDVN1NicFqorQiz8epvxgmTCW1bVpL4A3FqYwpTOnHLFNRzZu3eDz3soZze/lB440uvPvLm1qEVFjewwo/nrfw91XWfX+nJW/LqDkD9CYmdXqwsaAF9hIQD2hJhWH6ux6JrGr88/jNWkc8xtT7dYvxank4QBg0gYMKj2tcI5v1O28HrM737A8h07GPrKawA4L/gHSauWUvTpQqyvPIr7ugdqz6naupyKT+8kpWopKcgUxQzHddoDJPce2WJz7QhEQiEje/jsX8lduRzZpND9iOEcd+lVdB4w+JB3+G0qQtQIOhx2u51AoHmhrJIktYilRkIi1hbN0SeP5uOPP2bRokUAZGdnHzSJXl1UVVXhdDpJijEcSif/vBvYzcNjypgwpv5ke3/FUVPJORhs2vLEeXcPoTDXi2KSUcwy79xtwhrVdDO8y2xGj4rixMGDG3XeQ93S+LXUQ4bNwuIRB16imvLbRl41+yip9JPgbpllH8VtRa3c3yqoRjQ2Ly5kxS87Kc2rIqGTkzFXZtN9aOOtak3BV9J2JRIay8aPnmJrMZx1yXis7tadX/wRR1I4/ky0Wb9jmreAqp07cXbqBEDcv94gsOkY8p97F2vfoWidsyj76DZSPQuRNQv5nc4h6bxHyYhLa9U5tiW6rpO/eSNrZ//CxvlzCFZXk9qzN2OuuYmeI0Zhc7Rdwd2OihA1gg6Hw+GgqqrpVgOAYm8pETTmfvwLmqqi6boRRqxp6Jqx1KHrGlrNY1VVa1/Tdd1or2uUqJWkkEhqaiq33normzdv5r333uP1118nNjaWiooKysvLsdls9OnTB5vNhtfrJRgMEh0djd1ur3WsDYVCbNy4EZfLxcjszkz/m0Z1IMxNn+dQ4mmYZcq4Bh2LVUFDJxxomqgxWUyk99wbJSLJJiKhZiz5yTJKaRGhcARLA6qG78GuyNhlmZ2BEB/kl3Jxav1Jvq4e2ImXlm/k89W7uW5Ut6bP9U8oMVZCO7yo1WEUh5lAdZi1c/JY9dsufJUhOveLZ9T53UnvFdumJnx/qQeIJiq59UskNAZ/0Q5++3YWPdIddD/z+lYfz2S3M+DxJyldsZxdl17OtpNPIRAXQ8/X38Ddqxepr35F8PTj2PmPW8g8uYQEk8Ku9PGk/u1pOkW3rSDUNI2PZ7/OKxtfp4s5nWcvfB2XM6ZF+vaUFNcuL5Xn5+GMT2DQ2NPIPnY0cWnpLTLG4YIQNYIOhaZphEIhysrKmtVPbnkeSPDr2j+QkWr/k2sia2qfUxPJg1QbgSP96bUkUwzduu+9gWZkZHDUUUcRDocJh8NERUVRWVlJVlYWRUVF+P1+XC4XVquV3bt34/P5as81mUzExcUxePBgZFnmuAHd0HUd6fMtBMMNEydPPvUR0yqiucpVjlNKbfLy01+RZBNqpOl9dT9qJPnvvMwLb73JHdce3Nn4p5JKHs3ZzSafIaQSLSaGHqQadUpcFAMDEnOC1VzX5Jnui2tUOkWvrGLR5Hl4e8aybV0Zuga9hiUzcHRmi4ZoNwZfRTUmyYrZ1bF+ef/+7N2omsSJE6e06bjxgwYjffg+21+eivn3ueRcfDFpz/0fu995B0upjiIr5DuOJ+XGF+kc3z6Wmfs/uIlvI3+QQQxLpc2c/c4p/PeUqfTp0jjr5R7CwQBbFs1nzexf2bFmJSazhR7DRjL6qhvp1K8/svy/ubx0MISoEXQoXn31VfLz88nMzGxWP527ZrFu3Tr++fA/W2hmBna7nVNPPbXF+pMkCRmdQKRhoibPZ7R7r9zBVYCyphDPjiKiM1tgWaQZPkiXnXoqD69Yir50HoEJV2AxKWz1h/BpGl3tFpx/cea8cvU2VGCE28HDPdIZ4GpY9EwfxcR8vWVyt+i6Tt76Mv4oC1KpQtzOKgadlEn/4zJaJHlec/B5gthN1R3KwXPnzA9Yk1PFmJOG4uzUcL+pliKuX3/i/vsSJcuXsfOKKym/9gYsskRg2JH0evgRXM38zmgOU797nG8jf3C25Xgevuw5Fm36nTt+v5Orfr6aaSdOY0D3IxvUj67r5G1Yy9rZv7JpwVxCfj8Zffox9vp/0HPYKKxR7ZNE81BCiBpBhyKq5o92woQJzerHYjFuSpFIpNnFMVsbk6Q12FLjNEHnylI+vuMk3n9xLpYyB+89soxuceUMu+F43F2aFrKpKFbCgeY5Z59w+lksnnIftz78IF+NuXCfYzZZYqArihPiXHSNsuI2K5SFVa7rlNhgQQPQyWbhs0gYVdXqLdDZEMq3VDDnjbXsLAsS6zBx5iW96TSkbfxlGoKvSmt0iYRwdQX+oh1Ed2n5fCsRXxU/vz2d9BiZAVc81OL9N4aEwUPQXnmFXdPfpNvE23H3OHAV+Nbm+wUf8XLR+xyl9eLhy55DlmWG9z6ed93vM+HrS7n2t+t4U3mD7ANYbCqLCln3+0zW/v4rlYUFRCcmM/S0s8k+djQxHWwJsqPTsb/tBf9zHHHEEeTk5PDuu+8SkkJs2LkBSZcwSSYkveG/Wq0RKwCeKg9xMU3PDpry2woAhgU8XNctg9N6dm1yX/VhknRCkYYlCrSbZAKSRHJmKhOfPJ/q3cUsfPEXNhdGk/P4KrpEz+Koa48hrlfjCjVKihlVbbwF5MOcHXz1wTv0NMuwYyvRgDUS5tgYB31dUUTJMlv9QZZ4fCyqrGZhZfU+53sbeN176BPvIlDiY+vuSnp0anxpg2BViEWvrWXthnJMisQxYzrRb3w35GYIpNbA75OIsjd8OTBYUchnd19JQaXEgB7RjLzhIaIyerXYfGb/53Yq/TJn3XbnAXPCtBVJw4aRNGxYe0+DFZsX8OCax+msJvDile/sk0OpS2pP3j3rAy756iKu/+k6Phj/MRlJXWqPhwJ+Ni34g3Wzf2XnutWYrTZ6Dh/FyTfcSkbvvm1SyPRwpP0/nYJDClVVa7PHtgY9e/YkKyuLUChEUbiIEmsJca44EpwJKIpCbbnfPXv+VC+qJpW/rusUlRThLHVSXF3cLFGzh4W2aLbn5GNWZMKqRkTXiagaqq4T1oznqq7TJ9bNiMzGOe4pEgQbeHO3mRVCf9J2jrRETpxyMcMLylj80k9s3O1k63/Wk+mcw7CrRpDYL6thc1BMaE3wqcnduJ4jVs+n2ulG69ydPpddwx3D677ZRDSNRZXVbA+EcCoyJ8S59luWOhhDs2KhpJAFuyoaLWrUkMon98/DG9To0zOGEdf0xRptbVQfbYUvaCGxgYn3Qp4yPr/nasq8OkcNzmDFqp2sv+tWhh3RhSHX/gtTdPMqSldsXMiKNXmAzDtPv0Bqz5844oxz6TakYUsqhyt5xbnc/NvNOHUrr1/wPjbL/hF5mSndmDb2Fa785Squ/PxSPrr4S6p27mbt7F/ZvHAe4VCQzL79Gff32+lx1EjMtsOnXEF7IUSNoFFMmzaNYDDIEUccwZAhQ3A4WtaRUlEUrrjiCgB8YR8XfnshPpOPJ099EovScD+H2Wtm89unv1FeVd6s+XQJeEmUwK3I/GxzcPmOigO2j8nfwYZGihqzpDdY1NjNCsE6qktHpcRx3L8uYlhpBUtf/JF12+18/MIWMmwLGDbhKFKGHNjCJCkmNLXxoqaPK4otwIX/eope6Qe+bpMsMzLWRXOyhSS4bPT268zyebmskeeu+WwLlUGNM6/oQ6fhHTuzqi8URZTr4MuB4SoPn98zgRKPynl/v4bUUecypHgXC6Y+yNxFO1i54hKOHTOcnpc+iKQ0/ute1zR+eeFRXGaVnqPPYvPSJexat4Zd69aQmNWVy598vimXd0izq2InC1f9ytR10wgpKq+NfZ3E2Po/T9ldBnP7wNt4dP2/uWLamRy3NJ6YlFSOOus8so89kejEjrPseTggRI2gUVRUVBAdHc3s2bOZNWsW2dnZHHnkkXTq1KnFnRqjzFE8dexTXPL9JTy37DnuOvKuBp/rdhip77/8/ktmLZlVm4hP14xCjLXPdX2/egq1x9AJxo4kYJF59/hRLN5dgEmWMcsyiixhrn1s7J9cuYGZTYhIMMk0aPnp2X9/yBdbqwk4E42oqTreb1t8DEc/eBFHlHtZPvV71m4x89m0rXSyzmf4FUeRNKRHnX3LsglVbXxpij0RGJ9//ilHH3eiUVVb08jOyiIltmmVrw/GaJud6aqfYCiC1dKwrzA1pLJiXj5psdYOL2h0taZEgvvAn4mwr5ov7r2coooI5153KamjzgUgKjGDEx98g4Ebl/L7tCf49vtlpM07k9PuepTo7g3PhQSw4aN/s71YZ/wlZ9P1zBs4/koIVFXxzf89wY41K1j1ywwGjDl4zaXDgV3FuVz7xQR2WY3IzHjZwTPDnqB31sA625f4S/hx2498s/Ub1pWuw6FE0SepLxc9fDtpvfp0KCfwwwkhagQNRtd1QqEQw4cPJzs7mxUrVrB48WJWr15NcnIyRx55JP3798dqbTmTfp/4Ptw25DaeXvI0I9NGcnT60Q06r2tK1/9n77zjoyjzP/6eme27STa9FyCBhBZ6B5GmgKhYsHfvLKen6KmoZz8VexfLoWLBAiJYkC4ISAmdQGiBFNJ72z4zvz82CYQkkISA+Lu8X6/J7k555pnJ7sxnvs+3YDfaEWtEyjPK4fjrR+17FbXh/BOWA8gBHqpEF74GPWM7x550nwKgtOFCpRHAJZ888qggt4g3i31I1Du5K/DUUTF6fx+GPHYV/auq2fruElIPmZj3YSYJ1hTOe/wS9CeET4saLW6XrZnWmmdwj+5s6d4P8x+rSFm3vH7+6q49efa5ma1uryVc0iWE9w5nsWxHLlMGtSziZc8P6VS7FcZd3n5FMc8UztISFLQY/Zp3oHY77CyccSP5JU4uu+UKIs+/rtE6gd36M/X1eWSumMvyzz/nq6ce46rHniCgx3DWPHcLZcVl+IcE0ePimwnqNaLR9o7io6z+eRVdI410vvjO+vkGi4WpM57i3Vum8ftXs+k1dsL/xA36qYUPUCRW8A/fqxmQMII+ScPRnGD9snvsrMpaxc+Hf2ZD7gYEQWBU5Chu73U7o6JGoZfOzeHO/090iJpzkKKiolZn1G2uJEBGRgY2m60+8Zwsyw1eTzXvxOXgLWNgMpkYNmwYQ4YM4fDhw6SkpPDLL7+wfPlykpOTGThwIMHBpzeWX8f13a/nj9w/eHzd48y/eD5BxlMn1fI1+vLSIy+d9r5/WfkTinjqUOen12/hJ9FEN1dVq/ehlcAln/ypvKqgGICHxsUzdnJDYVdWksv+Db9Qk3EYT3k5otmEzhrAgCvuwuwTwJBHr6B/tY2Nr/9CanYAOdOXcN5l0XSePKi+DVGSUNx2bFVFyLIbUZTwuB143PbaYSkV2eNGVeTapIUyqN4+/+3aCZRUjSA7vwRREEj98lvkmiq2FaY1Og5BFL3JDlUFRVWQFYUKt535uUfZ6zTxbb8+xPic3JLSK8afHmlZfFRVwkVKdG0V8eaRPQrb1+USYdUROaD9SiycKWzFXkuAKaDpjNWqorD43zeTW2jjshsuImrCbSdtL3bctVzbYxDfPXYP82Y+xwXXXMGW1CJ0kkpu8VG27JpJpD8knzeKhEvvRmP05sZZ++bDeBSB8+9vnJNGo9Uy8OLL2fj9N2z64VuGXHb1aR71uc2BzN2kaA5yte8k7pz6eINlsiKzKX8Tvxz+hRWZK7B5bPQJ7sNjgx9jQuwErAbrn9Pp/1E6RM05RmVlJe+99167txsSEoIkSYiiiCiK9e/rXjUaTaN5Ta2n1WpJSDg2hCGKIvHx8cTHx1NeXs7WrVvZtm0bmzdvJi4ujoEDB5KYmOh18m0joiDynxH/4fIfL+extY8xa9wspLOUeKqlxRa+rnKDXsN+gw8z1qaQaPXFpao4FQWnouBQVByyQk1pKX+ffjfViYmo4WEosoJZ3w/F7+RJ1mwVXrEku45FKL0852/Efr2e7lkqfgr4AA496NygUWBjTTVj73kRAK3FxMgnr6Rryn5WfriVX3+sJGH1V16rjdWC052Fy17ErNtvaeupqkcCKtEwaU9LMxTr8SWYSnx5cNcG5g2/7KRrC4LAP6NDuKOwkNW7cjm/z8l9edJ+OOS10kxtnyzEZxp7idcPzBRgbXL5oUXvcyi7hounjiJ68j9a1KYpPJ4rnn2Tbx6/n+/nLMTf4OH6t75A0us5tHAWO3//ncULf8f48yp6JEUQGp/EroOVnH9+MpaYpstXDL3iWrYt/pGNC74juntvNi+ax9F9e+h74RRGXNVaj6c/j6qqMnKKMliV8iMrCtdQqKtkjN8wnrnqrXoL1Hd/fAIC3DH+QcD7EHmg7AA/pf/E4iOLKbIXEesbyy09b2Fy58lE+0T/mYf0P42gtkfVv78AlZWV+Pn5UVFRga+v75/dnWYpLi7m3Xff5dJLLyU8vOkn1taaegMDA09LVLQWj8dDWloaKSkpZGVlYbFY6N+/P/379z+tc78hdwN3LL+Df/T5B3ckn/kU7QDJq35Ei8KWMZeedL1Kh5NFBw7zUEnTN3KN7EFUFHzsNcx/5G4Aqq1WEEXeSJjCEWsUk60u3Co4FXCpAj46iXB/E52ig4iKDuGWuTuJp4a5r98OwFvXdGfCdpXcOyYTP3Yq4V37ojOYUBSFTYN7UTZhAJOen9OoL7Lbw8aXF7Er04JeruG8SyLYcmgNJelu+l9kQZQ0qLKMpNUhaXSIkgYQECXJ60MjiIiShIAATVhJHDIU+wWjtTQUakqtdUYURERBRBIEREFEL2npGdCFrw6t4dHcIN6MKefqLqNPer5VVWX0kp34ybBocnKzvwlFUfjy/t+xGDVc9lLjIZZzkYM/LmPZYg23P9sNfUhjwfbhzZdQbZd58NufW912Zfp29v38GcnXPYQ+qGHYf8nu39n9wyfs2ZePQ9YQ6iNz7QeLEDXNO+jvXP4rK/7b8CEstEsC17/wRqv7draorCnnpw1zWX54GXuFTOy6Yw7ykXIAIao/2zXp3Bg4lTtGP8Cc395hdtE8Bgjd+M+0d1h8ZDE/pf/EofJD+Ov9mdhpIhd1voieQT3/J4bh/gxac//usNScY9RpTH9/f0JDz31TeVNoNBp69epFr169KCgoICUlhQ0bNvD777+TmJjIwIED6dSpU6svAEMjhnJH8h28v/N9+ob0ZVD4oFNvdJoICCgtsNX4GvTc0DuJ88orqHQ4MUoSelHAqNGgEwUkSUKSJARRIv0RyH5oBhNu8yYYHDtrAf894GBhtRmtqqBTZTSqQrVNQ3GNDjm3BjYdAZ0vCe5jETFdghMpCEln7PRXG/RFFEVsvjqUkqZLTUhaDcMfv5yErQdYOSuFJYttwEA0+hoGT5zS9pN1mtyUMIaFRYt4NsvKuIgygozNOxoLgsD94UHcVVbMur0FjOzRdIKy0gPlVLkUBl/w16mPY6+oQcSEzr/pYdZqe9vqfQH4dunLoPuaTgIX2GsUo3uNYnhNOYcXf0J4v/NPKmgAksdPJGffHnRGEwOmXMbsf96ONeTcSxZXWlXEvA1zWJW5iv3SUWRJJQATIwx96RqUSJAlmP5JI+kUFI+qqtz50TQ+L/mBz7//wduABPYgHRPmT0An6RgTPYbp/aczNGIoWlH75x5cBw3oEDUdnFFCQ0O56KKLGDduHLt27SIlJYXPP/+cwMBABg4cSHJyMkZjyysu39n7TrYVbOORtY8wb8q8FvnXnA7e4aeWi68Yq99Jl6uqiiyKKO5jT4e33XUZzXlFuJ0uMg9mkX7wKPmFFQwadCwgWtTrkZqJmnJbDAiVJy8KGtK/K1fN6szm1xaxNcMfj9NM3srZhI9t3Ju0tBVYrWGEh/dElt2kpv5KYeFRwsM707PnhSfdT0sRRZE3eg1g7LajPLprFR8PvrzZdSsrKtGt+4XZC76nJDAc5jW2SAFkpxQAEDPs3I54Oh57hQOT5EHQNu1U6m/wYHcLLLj3Yjr17EHfO15s1/1rzVa6XflAi9cfc8udpK37jRUfey02wXHtn6CyNSiKQnbREfZkb+dg4T72Fe1lg5yKLKpEeHyZ6jOGqQOuoXd80/mUBEHgndu+4tnlj7GocKl3HgJGjZFnhz/LuJhxWHTnVk2uDo7RIWrOEoqikJeXh1arxWg0YjQaT5q+//+bGdNgMDBo0CAGDhxIZmYmKSkpLFu2jBUrVtC7d28GDBhARMSpC9FJosRLo17iih+vYMbaGXw47sMz6l8jAK3LeXuK9gQBt6RBdbUsfFqr1xHfM574no2jdgS9Ho276d6pWg20oJ6UqNUwZMbldNq2lSPPP035Pw5RftEi4p/+DK0lAEVR+PHHV9ixw2sh8vf/HIdDwG73ClGtNrvdRA1AZ79o7gnexStFXVh5dAtjowY0WO5yulj8wstEL1pArMuJrNWhy82mavUWfEYPaNRe7qFyrAYJo/9fJ6mZrcqFUdd8ducB5w0md38aWbmV2LfsoG8rRmJTt6Tw688/oZFEdFotLpebgAB/brj73jYn1Jz77wcoy8sFIDimE/0vuqRN7ZwuhaW5vPDzY6x1b8el8f4uBAX8HHqG6bpz/3mP0rVT0+HXdRTbi/lo10csObKEMmcZCf4JTOk8hYmdJhJmPvcsUB00plWiZtasWcyaNYuMjAwAevTowZNPPsnEiRMBSE9P51//+hfr1q3D6XRy4YUX8s4775x0GCUuLo7MzMxG8+++++56h9n8/Hweeughli9fTlVVFd26dePxxx/n8subf5I7l7DZbLz88suN5ut0unqBYzKZMBqN/+/EzIkIgkBcXBxxcXFUVVWxbdu2eufiqKgoBg4cSPfu3dFqmzfpBhmDmDlqJn9f9nc+2v0RdyXfdQb7C6rSvv8Tj0aD6nRSmJ5F1u79lBzJxl1WDiYzxkB/fP19MZqNSHodgk6H1mLGNziAgLCgBvWORIMRrbuZoTFJRFdhI2vPJnwiYrD4BqGVGp9TVVWpqigiN2s7Fb3CMGccQfPzQXbtHY7rzSc4uDGdw4dlevTQ4uPjQ26ui6AgHX37DefQwZ3s2tX63Dan4r7uF/Dj2iU8fFDD6uAafPTe8PP8nDy23X0PXQ7uJ/3yaQy4/RYiwsI4MPQ8Sj+b26SoKSh2EBvTdBTRuYqtRsVkaD4RYu9bn6E3sODei1stRDavX0sNIj4qVNkduBGoKC7jm48+4No7725xO46aGtZ/+wVp61bjrPFaBP3DI7nxlXda1Z/2wOG08fpPz7CgfCmyoDBGN5B+4f3pFt6TpNhkzJaTW0+PZ+3RtXy972uu7HolV3W7im4B7VdqooOzQ6tETVRUFDNnziQhIQFVVZkzZw6XXHIJ27dvJy4ujgkTJpCcnMyqVasAeOKJJ5gyZQobN25s9seXkpJSHyoMkJqayvjx47nyyivr5914442Ul5fz448/EhQUxNy5c5k2bRpbtmyhb9+2lXU/m2i1WgICAigtLWXo0KHExcVhs9mw2+3Y7fb69zU1NdjtdoKDg/Hza/kP8a+Kj48P5513HiNGjODgwYOkpKTwww8/sGTJEvr160f//v0JCGi6xMGQ8CHc2vNW/rvrv9zY/UbM2vbNbHwM1ats2rNFBTrN/pCS2R9iBsyAU9Kib6L2kgq4gGIgU2Og2D8UZ3g0UkAA2gOH0bib/l15/H2I21lIzeU3UwN4RG9klEMv4TZ4nXwFj4y52oPFAQYg0AA1OgmjXiB/kMqhJasoK42iV28fLr/swUb7yDiyB7UV9bhaikbU8FyUL18v3MaTu/bxwI23ULRnL/Z//QurquCa9SGXnncsrN00ZBy2dYtR7A5E4zGLTNnhcuyySmT30y+TcTapsekIDjj50KF3PTdh4a1LcFhcVo5Vkrj/iWPV6z9/720O5Bey6KvPueS6G0+6fcau7fz+5ScUZR4BQGc00XvshQy/6gZMZ/mapSgKc1a8w+yML6jUORksJvHEpBeICWt7LqKRUSORBIkISwQWnYVqV3XHUNNfjFaJmilTGjoRPv/888yaNYuNGzeSk5NDRkYG27dvr/dOnjNnDv7+/qxatYpx48Y12eaJuUxmzpxJly5dOO+88+rn/fHHH8yaNYtBg7yOof/+979544032Lp1619C1NhsNq688koWL17Mhg0bsFqtDD4HirGdK0iSRGJiIomJiZSUlLBlyxa2bt3K+vXriY+PZ+DAgSQkJDQSxtO6TWN26myWZSzjoi4XnRGHPQEaZRw+XV4afB2x9jIuGdeP0MR4Yrt3wuhjQXG5qCguo7SoDFuNE9nlQnW78FTbsBeXYsvIxJNxBH3uUfQZByjVGFmTMJZEtxvDCZatcW9+w6E967Hn5+AqzMddUYGnugq5ugqlpgZZVdDqDHgCAnCEhhPUfyh9kkfXJxPrLjspXPIAZaWw+UAh4fv+YFhiwwIHZypwsqDgAJsW/Ey4S4sNCx+89RYXLFtKdUgofd9/l/CohsOUATddSc2qeZR+9TNBt19RPz9rk9efJnrwX2vYwOYyYLKcukRCjVPF3Aoh4fG4sSkqUeENr7nX33UPH7/2MtsPpOP78yLOb2L4KCt1J8s/fpfy/DwQBMK6dGXoldfSuW9j69iZRlEUVmxdyOtb3yDHWE5XNYw3Bj/BwKRRp912kDGIYRHDeGvbW7y17S1EQWTjtRsxalru99fBn0ubfWpkWWbevHnU1NQwdOhQ0tPTEQShQTZZg8GAKIqsW7euWVFzPC6Xiy+//JIHHnigwTDMsGHD+Pbbb5k8eTJWq5XvvvsOh8PB6NGjm23L6XTidB4Lr62srGzbgZ4mTqeTN95oGN7466+/EhsbS1jYX+tiezYIDAzkggsu4Pzzz2fPnj1s3ryZr7/+GqfRzCGfKqoDtvLmhNfpFtCNCEsEo6NH8+QfT/LkH0/yzUXf0COwR7v3qWWZalrOtqgeCN2COO+q/g3mizod/hGh+Ee0LOrt2eW/MHcl3O+wNxI1RoOFXv3bnr5eK+m5ZfJ7bErYxIIfFrDkmyVs6L6Be6fei07rjYgRRRFZ1vD66w97z5AKkgQWi4Qkieh0Wi677H6MRmuL95uVtY2vvvoOQRC47earqNCE8+Obb7BmzPlc0C2xkaABsAzuhSY0nvL58xuImtyDZfjpRcwhzWfmPddQVRW7x4LJ9+SiRvG4sLklLP6BJ13v8L69LP7hByRJwu5wgCjRJaHhkIooitw2/UHenfkia1K24uNnZcBI70OlrbKChS8/S97B/QiCQMKgoYy/458YLWdnSG/trqV8uOldspR8XKKMS5RxSwoIEIKFFxIeZcqwa097P/k1+WzK28SmvE1sKdhSP39A6ICOLMB/MVotanbv3s3QoUNxOBxYLBZ++OEHunfvTnBwMGazmUceeYQXXngBVVWZMWMGsiyTl5fXorYXLlxIeXl5fUHDOr777juuuuoqAgMD0Wg0mEwmfvjhB+LjmzczvvjiizzzzDOtPbx2x3Nc5ePrrruuPqldSEgI5eXl+Pj4nNUcMn8Vvth7kC1lDjzxvSgPjWOtn/dGb3BN5rJlr9DdXMH0/tOZMWgGYaYwvtn/DRWOinbvh3Dc33ZrUwT3KTIItwSzTgu4qXTaCfE5M7mXBncdTPL0ZN6c9yaVeyt5KvMprpt2HT1je9K79xhKS79HVY14U9YIuFxuqqvdVFWpOJ1aMjK2kJR06gcagAMH1jBv3lL0eoWbb76ToKDORAJdHp3BNzNnsjj9EMWvvMKFDz7YyGrnd/mVlLz/IpUrNuE7zmsFLSiyExF+poYlzwyu8goUNBitp0jGmJ+JioA5+ORRXSnr1lLsdKNT7HhUEIHu/RrXf9JotNz14EO89dIL/LJ8BRYfX2x52az+YjaqLBPdozdT7p+B8Szk+FIUhV82fcvHuz/miL4IP0VPX0MSFo0Zs9aMRe9DhDWay0fchNTKIp111sVyZzkp+SleIZO/iczKTAQEEgMSuarbVQwOH0y/kH6YtH8dQdyBl1aLmm7durFjxw4qKiqYP38+N910E2vWrKF79+7MmzePu+66i7fffhtRFLnmmmvo169fi53ZZs+ezcSJExtFwTzxxBOUl5ezYsUKgoKCWLhwIdOmTWPt2rX06tWrybYeffRRHnjgWFhiZWUl0dFnP8uj2Wxm0qRJLF68mD179nDJJZdQVlbG8uXL2bBhA507d2batGkY/mIl5/cXleDwyCSHn5kKs6/lV1Cl0WH2uBENPoiKgiKK+Mg2ikLv4VB1MfcsvQ+36ODKrl7/qzN1AWrvQRZBFPCcotZTS7Do9ICbSsephypORcqu31jy1quIHm+BT0HxhrF6wk1c+89nmHHdDFbuXsmyn5Yx9/O5XH3j1fSO7c111zX9+zt6dAf//e9C5BZW/t658yd+/HEjPj4ebr31AXx9j1kx9b6+3PDccyx57TU219RQ9O9/c/WMGeiPu8EG/f1qyr/5krzHH8OQ9A0ORU+NWyUy8a/lT2MvzAfAYD25JaQmLx0Ac0jUSderrqxCo3h47Nn/nHLfeqORO++bzruvv8a38+ZhykjDoNNz0f0z6NSndYUw24LH4+ar3z/ky4Nfk2+oJESxcH/Izdww7h50zYS3t4QSewkb8zbyR+4fbMzdSKG9EKE2WUOcbxxDwofwz77/ZFDYoI6SBv8PaLWo0el09RaS/v37k5KSwltvvcWHH37IhAkTSE9Pp7i4GI1Gg9VqJSwsjM6dT523IDMzkxUrVrBgwYIG89PT03n33XdJTU2lRw/v0EJycjJr167lvffe44MPPmiyPb1e366FFU+HOl+gxYsXs3v3bmRZRqPRMHjwYHbu3Mknn3zCtddei9Vq/XM72kJWH8niloP5xMpOVjcjavYUFvNJWjrLbR4cokjKqL74GVsu3IyqQnfZwfwLG2aBVVWV8NU7ybME8eK+GXxlfYd5B+YB4Ks7M0+RQntbagQBT3tYavTeYaAqV+vqhDVFVvYBTNUCDIpFbzIjihJutxPHHwf48rmHufPFDxnbayw9onrwxgdvMPerufj/3Z/ooKYfFDQa729v/frV7NixAUVVvBXSVRVFUVFVal9VFAUKCrQEB3u45ZbHmhyuEiWJSQ8/TPAXX/BLejqfPf88d7x0rLaXaNAR+e5bZN9yI0cuv4a8sfcBZsJ7n9k8Ru2Nu9rrILzoO9DM+xWd6EDQVlPsk02IpRSjTqBv/8GIld7Eiubwk5d+qLHb0LUi5YGvfwDTpk3jq6+/wR7TlVvvm05gC4bJS3OL0Rn1WPxbPyxlc9bw8YrXmJfzExV6B3FKIE/HPcDUETcittGKnV+Tz9y0uWzM20haqbcGWVf/rgyJGIIkSPQP7c/g8MEdYdr/DzntPDWKojTwXQEICvJeSFatWkVhYSEXX3zxKdv59NNPCQkJYfLkyQ3m22zeysEnWnskSUJR2jODyJmlf/9j/hN+fn7ExcWh1+vp378/X331FbNmzWLixIkkJzef8v1cYMmhI9xxpBinVodbbrokwOwde3i8zI1G1tADF7u0Rl7asosXRrY8A7AJlXU6H37an86Ubscu3IIgMKwGZLfChWo05x99lqcTP2Krayd3r7ybaxKvYWrC1HYUOM1U8j4NRFFAVtrLUgNVzpbWWGoeXW1bl139TzpFJtbP3z1uIz/951k+e3UGj7z4BWH+Ydxy4y3M+XQO737yLo/+41GsZmuj9vz9YwgItFFdDTU1dgSB+kkUa9+LAqLg/Z8mJum4bOpjaLUnd8isLPPWRYoNbiymzf2SiP5kDkfvvoeghU8Q2vVaFr0pMHxyJ+IviGlzHpazSVByHy667DdsJZW4bE5cdg97Ch1Uiy4iRYE9FWb2rErFoDhwde7Bu598g0YU0UgSGo2ETqtFq9Wi1+nRGwyUuTz4G1r3cBffK5mrPB6+XbCQL2d/zH2PP9HkeuWFZWyYv5Qj2//AXnkEg08sd330dovPc0l1Ee8tfYmfy1bi0HjorkTybPe7OH/Axad9Dfzh0A98uudToixRvDDiBYaEDyHY1D4Fdjs4t2mVqHn00UeZOHEiMTExVFVVMXfuXFavXs3Spd6si59++ilJSUkEBwezYcMG7rvvPqZPn063bscc08aOHcvUqVO555576ucpisKnn37KTTfd1CghXWJiIvHx8dxxxx28+uqrBAYGsnDhQpYvX87PP7e+9smfhSRJ9Rab4wkJCeHOO+9kyZIlLFy4kO3bt9OnTx/Cw8MJDg5ukb+Noih4PB7cbjcej6fR+6CgICyW0wtLdLg9vL11N+9Uy0R4nJg8DqoQWJd5lChfC3H+1vp1U8ur0Hsktg3vQaDJxNSla/nWreNRpxOfFlrPbgjz58lyD48eLmggagCiNBp2iW5C7+lLwdvbedX9GAUXqXy19yve3PYmH+z8gGsSr+H67tcTYDj94Yf2DvIR22n4qe5cVjtP31KjrTXvu9wNBVKvxCH8MXkI1Qs3s2n7Cgb3HUdiZCJTrpjC4u8W8/LHL/PUP55Cf8LwgF5v5p/3Ns7NdLqYfHygtJQxdzedm8jcvzvxyxaRdefD9Nj+KSUVB1htu5gdK7MZMrULMcNPneDxz0TQaIidML7BvCOf/oyQUcA1D71Czo5VZKVtpaoKsotcOLVm3G4PHlnG5nBSZXcgq96EkaoggigSFtL6IeLEvv3pn7aXLQfSOZCaSteePeuXqarKik++Z9fyr0F1YfLrRGDMcEqy1rH1l3UMnHLyKKTskiO8uewFfrNvRkGlvxLPPYMfpG/S8JNu1xpuSLqB9Tnr2VW0i93Fu+kV1ItgOkTN/wKtEjWFhYXceOON5OXl4efnR+/evVm6dCnjx3t/hPv37+fRRx+ltLSUuLg4Hn/8caZPn96gjbrhqeNZsWIFWVlZ3HrrrY32qdVqWbx4MTNmzGDKlClUV1cTHx/PnDlzmDRpUmuP95zEaDQydepUevXqxcqVK1m0aBHgFUIhISEYDIaTipbj8/w0RWJiIldffXWb+uaRZZ7ftIOvqtxU6gz0cduZe94A7li7lTSdhSsOF6P35JE5fmD9NmVuGZOsEmjy+rg80SuByfvyeCVlF8+OGNjcrhrw97492fnbBn7WNA7TjtRrWeZ2I5q0+F4QR9m3++kytCfP9niS+6LuYsn+X/ks9Su+TPuSK7teyU09biLE5L2wq6qKW3HjkB04PA6qXFUcrTpKdlU22VXZHK0+SoXzmMPxlemXM6bEnyXle7nw8qarFbcWQRSQ28HKaKn1w6pynn4CPG1tjR9XE0NZN1z2AK/9dg3L3n2DsOdiiY1IYFjiMEouLCFlcQovfvoiT97+5FmxhGhrLUru6mp0pqZ9qCQ/H+Lmvk/xe5/DB28wongnhxJv4Kcv3AzPrKTPtYlNbneuUl1djQbvcUf2GUNknzEt3tbjdqM5SSLLkzF+6uVse/55flv6K1ExnTi0JY3M3XvI3LkBZ81R/CP6M2X6XQRGhXBoSxo/v7GVTQu/aVbUHMjZw2sr/8NGORWNLDJK6M094x4hPrZnk+ufDhadhc8u/Iy5aXN5d8e7fLf/O54e9jSXxl/a7vvq4NyiVaJm9uzZJ10+c+ZMZs6cedJ16rIRH8+ECRNOmvMiISGB77//vkV9/CsTHx9PfHw8TqeT/Px88vLyyM/Px+12o9Fo0Gq1DV5bMm/58uW4WpiS/0TcssywFZvJ1hoYqLp5pHMUI2L7APDhyP5szs1nfmYeP2tMhP22A1RvlSRVYybWcyx5WL+IMIbsPsh/VRNzl24Ejo3oeF9VBPXY53K9kXBHDXkGM2ggv6qaMJ9jlqYok55ym51quxtzcjBVq7Mpnp1av3wsSVzQ8x3md/+duWlz+Xrf18T4xJBekd7ssepEHVE+UcT4xNDJr1O9H83FRX5YXCohKSXs6lFI78TTc4yWFRXZ4cFtOP0KJb46r6iprKqgsjQf2eNC9riRNFr8Q2Ja1VadWHC5Gg9lmfQWrpzxLL88+gTzp0/nstdepVNUIlMGTaGooois9Vm88e0bPHhN4wR97UnG+vX8ui8NJAl37bB0cwiCQPA9N+F78QUcvetBEnbNwhI6GOvUf53RPp4JbLYadG3Mk9JWQQOgN5oI0FrIK6/k/b9fg6AqgITRrxNDrrgPs5+FZR99QWHGThR3OQg6/MPiGrWzN2M7r//2IptJw+CWuNgwknsmzSA0tHXf0daiETXc2ONGrux2JS9tfokn1j/BprxNPDr40TPmf9fBn09H7adzDFVV0Wq1REdHExUVhaqq9YKv7v2Jn0+2zOl0nrTG1Mm4MiWNbJ2Rh8zw4KCRDZYFmIxcGN+J3iFBxKbur92vgIr3hjIqruEF64NhfXll2x4cojfriwrYZYVNHgGXIKIKAn1wU6iolAOa42KOSuyOBqIm2scANsguriEp2krQzT1w51Yj6CVEvYaazfnY95ZwQ+gUrgqYQFpJGqmZqSwzOEk3HKVXTQK3FF3CDtN+xoyfQkR8HKHmUEShsaUhd80mjMNDSd2Rh27+IWz/8sdkaPuNYs3hYlxVbvyCTz9LqZ/WK2p8XviCnNyHGiz7/YoBXPzc5y32TdDW5p6x2auaXJ7YuS/f+YK5ErbtXEOnKK+149bxt/Jq+atU7ali9i+zidHFkJmZicfjQVGUWkdgpf593efjX10uV6OHGlVVMdhsoKqokoQqCDh1OpAkhvtZ8Y1p2Q1RHxNGp5++YN8THxL042yqH7ieQ9ffTpcZ/zinfdeOx+6yYdT/OaHFg0dM5Je1CzF3GcfwMYMpyy/i8NYtbFrwEbJqIyfYTmxoD0aMuo0+44ehNx0bhtxzeCuvrXqeLdJBDB4NV1rGce/Ux7Faz67ztlFj5KmhT9E/tD8vbnqRzfmbeW74cwyLGHbqjTv4y9EhatqBp59+GqBBtJWiKCQlJXHZZZe1qq2ffvqJbdu2tWf3TprP52TMiAnh0v25vFID7y/bhEcU6ytWH7sFCcdNau0clf+mFyIcKjhuDRVUAYE6HyEVm9YIx7kMBasKlwRZebjEyW2hVi5NiONoZRU9QhpeBBPCfKEgn+WHi+gS5oPO34DmuIKFqqzgOFBGTUo+ApAghNHFEczFgePZcH4mWYt2kmTvTJK9M3zjQfXNomakgqlvMJJF1/AkqCqSRiT0qkSkj1JZ/X0ak67r3abzCRDk6/2ODO16+hd2f4M3B0t5vySKbu6DKGkRJAnbho10nb+Flb73M+7ht1rUVmLnvvymU/jty9l0TxhIoLWxRUq1GrAHSFw+uWEFxQcuf4BnSp4hOyWbbLIRBAFRFOtFgyAITU5162i1WlwuF1artX6eKIpI69ZhrqrCPHgwoiAiiAL+QUEMuvHkqfxPRBRFuj9/F9V3Xc7uB2YizXmPXYcy6TXrBURd+2ehbm+cHhs1cgnzPv2FkPBgzruw5Q73p8vAsX1Y/vtSSh35LP/oRcCDy6BjX6ci9sVUYTPKmFzrGNjponpBs/fwNl5d9R+vmFE1XO0zkXsufAxfi/Ws9ftEBEFgSpcpDAwbyH2/3ccdy+9g6eVLibCc2z5WHbSeDlHTDuj1epxOJ6NGeceSBUHgwIED5ObmtrqtsrIyIiIiGDhwYJM3heM/n2zZ8Z9D2uAoCDAkIoS/H8mi0OlGo1HRInO8LUOsfdA9Jmeot8I0/V44Yb6dEL2OhwYmk7wyBVmrcmPvJI6/ZR1voakjPMDESJvAC6Yavl++izWTGpbK0Mf5Ef5owwu/fU8JJV/s5VK/SWgfuhJ3fg1Va3OwbS1AqXRR8cthKn45jKFHIOb+oRi6BSBIgrejAnSN82fp4GB6bihi++58+vZqWyhoqMV74VfF07cS6A1eARbQuTejbjxOPF8NP95zMdFfLCP/qr2ExZ7aF8jfL5hBd97K9nc+5b/vP8ojjzUx1KwRwdXYf0sURR64YTpvPfMc2vJiLrjtNvoNPv2U9dvy8tDN/Zqe8+efdlsAlqgQhnzzGjue6IxuwSy2T86ix9cfYgiytkv7Z4pAn1CKqnLZk7GVPZkKQ87rg96oO/WG7USQSUuuIuLo6kN6UCF7fbIA6K925bKuV/DWzne4N+Uh/p69jZT8LWwRDxwTM5Mex9d07tSxCzOH8fTQp5n28zRKHaUdoub/IR2iph3o3bs3WVlZDB9+zHvf4XCwY8eOVrcliiJ+fn7nTE2rZ4ef/douLeGrCT156feDfKC3I8tKg+rVTaEN9Zrv5Wo32lDQhpkJuLIrfpM6UZOST9XKLFS3gmNPCY49JYhmLab+oSjV7noHoLEXdWXdwXL8vk9nVX41UQmBhAQY8bXoWuwk66vz/uSqnB425pazOqOEw6U2oq1G7ugbTYi55eG3oiiik9243I2Fxsin3ufQBRNIee4Bpvx3SYvaGzf8Cv747itEW9PRVIJGAlvDfamqyo8rP2Pnd99jqlBRtTp+e+dNQoIjiep88hwqp0JjsSApCm67Ha2xfWrvCKJA3+fv4UiPeNwzn2DV315jzOf/xuBzbuS0aoq7/nUzAPM++4W9R7adUUGzZvt+flmyFFx2RFVGREajehAlDb9FHEHBzqXmMdwx9kHCa3MUjex1Abd8dRXvF8/FqGi42u/cEzPHU5ekc13OOnoGtb+Tcgd/Lh2iph2os9Qcj1arxe1uXHX5VIii+JfKv9NeqMIxy09L0GkluvuZkKsclNc4CfQ9xU1Pqm38hFBqyazFd3Q0PiMjse8poXp9Lq7MSpQaN9W/H/VuUul1tNZIIl2u78G+79LotjIPcWUe1UCxCGVGkWqThCPCTEj3IHp1D0GnbRyOb6gVXwtWHmbBysPeYxe9GXw/WXGI0DALGklAVcHu8lBT5aJLtB+Lr296yEGryDibEDX+wVGUTB1JzLe/U11RgsXv5DWC6lBVFaG5f4QkgufYd3NL2u/8PPtNfLJdCKE6Rt39D2KDuvLlY9P57rnHufWVd7EGtX2YTapNQ+CsrDwtUVO07SDmyEBMocfC+ztdeyG7HQJHNmuZ/dB6bnhhKL4B53bRwuqqY1FQ7U2Nw8kbny/ElZOGqrHgExqDVqtFp9MhaQWWlL6HryGan6//qpGA97X48/WtP/HjH18xYcBl+DaRt+hcIsYnhtt63sZ7O96j0lXJvwb8q0l/ug7+mnSImnbAYDDgcDR8utXpdG2KOhJF8YxVPz638Q5iOT0eXLKMW1Zw1756VAWXrOBRFNyygqwqmLVa6vyf88sdpxQ1Qq2oUZtJeidIIqbewZh6B+M6WkX1H7nYthV6lx13k48O8yH6n4MoKK4hL7+KynInjnIHcqULscJJVFoF/jvLOaI5RGa4AW33QEaOikNTK2YEQeDGSV3Jr3SQFOrDmLhAegdZWJ9TxtPLD5BfavP2UQC9TsJZ4eKw0HwxVq0q4/I0HdIfMngUuq9+Jz8jlfjk85pcp8lz0dx8rYTgUThanMGc/z6DdkchWpNAlxsv5uKJt9ff7C55+EkWvvAkc554iDtefx9DGwWJxmJBAVwVlRDasiKfx6MoCimvL2LrATN6eTcTb+lKxIhjT+a9br2AbVt/olo288VjGwgPE7jk8VFITYjRc4Eae9ujoE7Gb9v28evPP6KX7VjievPYdVMwnOBr9NMXP1Hhzm3WIqnT6rnivMYpOc4WG7bOYkfWamweJ3pJT4xvDF0jhxIfPxHNCQkdBUHg/v73E2IKYebmmRTZinh+xPPoJB2FtkKCjcF/GSfyDhrTIWragTpLjaqq9T8GnU6HLMsoitKq/B2iKLbJwvNXR1RVFgkmFq1NPfXKJ5Dx1R5MFW48goJTK9PtsdFoDSeY6OuGp1pQnkAX5UPAtG74TexE8Wd78JQ2Ho4JDTITGtS4WKIsK+xLLyV7dyGGI5XEL83hj5RCEm7pRXiwd/1nRyU02m5EVAArbhnSaP7wD9dRXtW8ONapMk5P08dUUXQUIxAQEAl4rTBlRUcpOLCDipJcbEUlVAf4YQkNJzqsC5ERXZDsMvg3fUH3sfgjl5fyxX13o1EF/M/vww03PYbB0PA8xPfszfl//ye/ffAGc56awd9mvtGmHDZaHx+cgLOivNXbuqrtLH3se7JcEXQy51JSqeHHOdmMTM+nx03HCmze9N4UNry7gm2pInn5Kh/cu4ZJd/eiU+9zL1Gbw2nDoGs/UVNtd/LG5z/gzt2HqvFh8rTrGdKj6SHDwWGD+THnLbLKi4ixnlvnxmkv48Fd71ElCsQqAnYUCqv2Qs4SfDY+wQhNAOdFn8foAfdgthzzhbs26VpCTCE88vsjDJk7BLdy7Lpr1VsRBRGL1sJFnS/iym5XEmT8a5Xc+F+lQ9S0AwaDoT40tS4CSlubH8LlcjVbrFJV1fpEenVTU+Gt/wu80imE1LIKJEFEAiRBQVQ9CKqMqLoRVA8i3s+C6sGhCNhlsNgDieqsodolIOfbCCoxYi+vQRvWUNTUW2pakclX8tEh+epaVdFSkkR6dA2iR2100/LFB0j6vYDs7Ip6UdMaQqwG8nK9OX+KS6soys4jPCoEa6AV8IoaVzOipip1F2HAhkduR6qowa+gBmu192D8gD3xkZSbvd/N7bXbGAGfYZ2abG/cxOv4sfQdfENDueKyewkLi2223/1Hj6EkP5fdP3zD3Jf+w/WPPgmALLspKTlEaWk6VVWZ1NiO4nTmIsvl9Or5ONHRx4bZdFarV9SUlrXoXG1fuId9azPxlUspqtJjl4IZmmyn3z+ux1lWxS+PLWL1H2GUHPmOEU9eUS+0DKITUZZQJO93ZvH7u+ncN5gLbu+BeApfrbOJS7bj3w431oKyKr5f8QcZaTvQyw58O/fh39dehE7b/O3gqp5j+Cn3Tebu+o0Zo6addh/ak+9WPoRNgJ/Pn0VsjLdWXLWtmAPpS9mQvpg1ZXv5NXMRpiMLmWiI4J5xbxEUnATAuNhxzJ08ly0FWxAQSCtNI9ISiUbUoKoqOdU5fLrnUz7a/RETYidwUeeL6BPSBx9d62tcdXB26BA17UCdkHE6nfXvdTrvBfKbb75BUZQGwuX4qSmOLyvxv0JgyTz6V3+GIMqIYst9imSthqqoGxBFHW6TA53WiPNAFvaSUIITzz9WEK92CMm2owi5zIFg1CAaNYgGTW1+GwlBr6l9lY4NOQkCnIaPk7i/jCw/iSF9WhcttXDVOr7NK2GTGozOKdP7wflU1pvRD+LvqkYASg3+KGpxk22EDzufzAOZaGqcyAFWqvr0RI7vil9CdwJCYzE+8TRuVWbwMzPIyT9MaWEecbFJjBo8pcn2enYdRM9nvmjxMUy4+nrKCwvIXv8bi2a/jTWhEIdjARrNMf8zj0eL7PFDpy8mM3NZA1Gjt1qpAtxVTefOOZE/lhQABjxuDX4GB2OmdiFmnLe6tN7fh0vfuYY1z8xnd34wpfd+xcQXprLpzV/ZnRcIEvTvXEHvOyfx41s7OLy9iE8fXs+UfyYTEntuJGpzqw4sTUQDtgSX28OitdvYum0H2qo8b4oFYzBTLpnGoKSmRezxJId3QpJDWJu9nhmcO6JG9riYU7iRi4xh9YIGwGIKol+v6+jX6zr+AeTlbmXh5tf5omwn2lUPMvn8F/hw14cICEiChCiIXBp/KdcmXdtoHw8MeICFBxfyzf5vWHxkMYkBicybMu8sHmUHraFD1LQDx4uaOiIiIkhK8j4NaGuLzNU53h3/uakpMLBlTp3/n6io2IyKBV/TpYiSFlHUIYk6REmHJOqRJB2S5H0VRC2gcujQLLTaPdjtc7xCyB/y/AEPUAC9pU8ITvT6kggaEUNiAO68apyHy1EdJy8tIWhFBL2E6pTRdWpbFMeO1Hy6Fbg4clHriykuOlrA5sAwehSXUOOrMM5dQ48IibCwQLLyy8guciPLCqF+IhdeOLrJNgZOuR2m3N7sPmKSepKSup2kkCT6JrZf3Z3jueKe6XxpP4il01t4PIA6nOCgC7FaOxMQEI/F4rU8LF3WHY+noXiRahMCKk1kOW6K4f3crN+m5ZInzsM3LrzRclEjcf5zVxH0yXLWbQjm8wdW4tIG0iOkiFFPX1n/P7r6icFsWXyEzT8dYd6LWxh7UxKd+wSzY2UWB1MKCYgwc8HfepzVApn2GgeqIGM0Glo1pP3H7nSWr9uEo+AIetwoohn/hL5MHTOMThGts/rEmfpwuGZbg2H2P5uDh5dRIAlcknjNSdcLj+jPXZd+RfqXo9hlL8CYtYp1Oes4P/p8FFVhe+F2NKKG82POb7Str86XG3vcyA3db+CZDc+ws2jnmTqcDtqBDlHTDtQNLx3vLGyxWLjqqqv+rC795VDUYkSxEyNG/LvF23RNuODY9oqCLLtQXHYq83azK+sWlOOiggRRIOjmHvWfVUVFdXhQ7B4Up4zqkr2vtVP9e7eMPsG/9cejKFQuzqDaqmHY0OhWb69zu+lkq2b5TU1bTdqDbhOnsGnvDg7++AO9br7tjOxDFEWueeBNfl/rPfddo6bRqcdFjdZTZD0eubrhtnXDIS0c/osdmcj6bekcXZtG9yZETR29bh2Pf+edrP4ijT6JAgPvb/w7HTCpE/H9Q/nqqY2snJPGyjlp9cvKC2zMfXoT1zwx6Kw5FVdXestCbNu3jm3PrgOgW1Rfrrn9kkbrZuQX88PKjeSm78OsVONEiz4kjrHDBzG8V5c2i7HzY4aTfnAZG7MOMjS2a9sPph3ZlbECUVXp0fXiFq2fYI5kaWUqe/d8Sr+Qfrw95m0A7l15Ly7l5IEdgiAgqzJmbeuHkTs4e3SImnagKUvN/zqLf70ErXYviqJBVTQoqhaNlMyECZ82ub4olqPT9Wnz/kRRRBQNoDWgt9QlG2z+biiIAoJJi2hqPqOsK7cax/5S5LLW/19XLksnqdRN/tVdTplDpykcgoiuNc48reD3px6jvCDPG2WlqpQe2N9ubSuKwvY5P1BTVoYiyxjMJgbdeR3Dh27ltyXjOOB4EKNPKGExDQubKqoBp3MraWmLUFXvcJ+rqgK6Kaj5q8hZW+X1NVNlNHpf9NYoDIFx6ANj62/Sft2i0bl3kJtWw6nSDUaNTub60cknXccaaqLbkDAObMonPN6PXqOj6dw3iDVzD7B3XS5fPrWRa58ejFZ35i+jweEBXDzhSrZu2kFOxUEAuiYec+qVZYVFa7ezafNm9DUFqAhIPmEk9RnJJaP6NYpmagtX9z6fjw88zbw9v50zomZV/mb6qTpM5pY5L19n7UHn7O24L3qd7oHHviU6SceWgi08uPpBLDoLFm3tpLPgq/NlTMwYfHQ+VLuqsehOv8RJB2eODlHTDjRlqflfR1XLcbmCsZhHIyt27PYdyMrWJtd1uWxotTUYjVHtsm9B0NT24eRDTHXIVS6qN+aBqoIKqlPGU+HEsa+0dgUVU7+Q5vO3nMCWHbkkrMlnV5IPk/q0LGPpV8vXkJabj0WS8DUaWNqpK6Pzs1u0bWtJSduJQVExiBL+iIT1PnZz3//uMlK3rwIfEZfbQZ9xkzAFB6DKCq4aG3lp+0BVcTscuF1OZLcb2eNGlj3IHg/VtlJKq7yZtLWiAbfiIGHcKAK7xjLsvO/ZsPYiduy8haGWn/ELiKvfryAEotenkZv3QMPO3gfwG6Xu347Ns9VOuYAHpBoJyaXFY3Chj/sbR6vaL0pl3M3dGXdzQ4l0/vWJ6AwSO1Zk8/M7u5j6YL92219zeDwy+1MPk1N+CLPGn+tvuZbwqGAKSiuZ++vv5B3ag0m1o0gWQnoM5YqxQwgLbN/kd6EWf0xqHNuKNgN3nHL9tqKqKp/vWEa100Gw2Z8QcwDBZj/CfKz4G8z1Irai8iiblEoeDmn50KlF0DLepULnSQ3mXxp/KSoqVa4q8mvyqXJXUe2qptpdjd1jJzEtkY/Hf0y1uxo//bmZVLADLx2iph2ocwo+W5Yam83Gli1bcLvdjQoG1r0//rMoiowcOfKs+uoIWFBROO+8FwBYu/Zp7I65Ta7rctkQBNBq2ucJSKhLpFX7xK+6FVRZQTyhMraqqth2FFHxUzqqrHqXCyAaJASjFt+xMQg6iYqfDzefvKUJygtrCFMhaeypHTA9JSWsTTvIgxo//II0KIJATW3F7E60TJS1FlGF5F79GfHUc42WHd67hazqNALFSIoqs8j95kCjdbSiHp3GiEbSIUkaJFHjfZU0mE1WAoOimfDI/eTtSGPBB8/icXjN+n4BsfTp+yk7d1/Pht+v4PwLV6E3eJ1wx475huJi7768ZT68wzqiw4lJEKHufyoIeGxlOMuycVTm4LTl4XQW4vFUolX9sfnbycyLxO20o9U3DH9ubXqFkzH8igRyD5aTe7CcoqNVBEeduWiYnIxC5n7+HTVKMZ0jenDtrVPZvC+T9xf8glqShYCK5BvBsBFDGTew+xn19Un068/28l9xeTzo2lgo92S4PB5uWvgMqTULm1yuqiKCokdQjYhiObIoMLb/P1qxB9Xr/H8CI6NGMjJqZBPrw8Gyg9y+7HZuXXYrbtlNpCWyFfvr4GzTIWraAVEU0el0Z03UpKens2rVKnx9fZEkqb4A4PHFAI//nJWVRUhICMOGnfmqtG6Pk/y8najeYNz6+Tp9AC63jMNRhcHQ8AZgNFpRVQGXu6Jd+lB3yZJrXJTOP4A9tRhkFb/JnbEM8fpauHKqKf8xHVdmJcbeQVgv7tKgmKVc5SL/5RRUtwIasVWOkUNHxnFkXQHF36Shvb4HUWHN3/BefuxZ3r76FkRFYe+FQ5AkCUVRqKmqwezT9sKZJ0NUVWRP05F3pi5BaMv13Pjx+5QezsZRVoUoCCCKCKKIMcAP36iW1RKTaoc85OOSUIbFDMBW9QrpOdNZvXgq4y5ZgiRp0estREaevsXDvGcrGakVZO5PJb63d4hr1/pVpP6eQ1lmJHED85h823WnvR+ACbf34MsnNrLik71c8+TgdmnzeFwuNz9+vYI9h7cgomH8+RdzoLqKR19+F7O7HDc6/ON6ctXEUcSFnZ0cKhd0Gcn2HfNZvH8bl/Zov8Ka+4py+Gb3ShZnLMAmHmaw9UbuG3w1BTUlFNaUU2qroMxRRYWziipXNVXOKrrkfYuvJpaQsFb8TsoywKd5f6umSPBP4JMLPuG2pbdR4ijhvKiWJ7Ls4OzTIWraiaayCp8p6vLY3HvvvfX5cE7Gq6++2q4J/ez2CtatfwSLOZ6IiKFkZS2npmY/spKJTluMKMkYDOB0HrvY6LQ+tduWNhI1kqRBlnW43c1nzm0NTk8RANXrs1FL/PEZE41S7aZ80SFEowZnejk1KfloQkwE3d4LQ7y1URuK3YPqVtDF+WLs2bobhtmoxXVlPH4L0ql+dwe/drcimDRIBg0avYROL6EzaNEbNKwfPZVQu4JfVQGKoiBJEqIo4uN35p78RUBu5vugMxvxKC5URSWgc+sdnI+nTtRkbd5GRXYeiiwjezwoHgWz5QZsfp/z0/wpXHzl4matCzk/vo3WL4iQ8xqH2jZFdEIPBGk16TsPIXs87Fx1kKJDUYD36dplb78SJH7BJmJ6BpCVWkrW3hJiurefJdRW4+DNV97FpVZjNYVT42Pmp9W/YsANugAShoznyrGDT5pb5kwwNWkYM7dp+fngmnYVNX/7ZQblwg60agz/6v0GN/cbW7uk6e9gUW4GwR+9xY4Rz7RuR3k7IaZxkstT0cXahU8v/JQ7lt9BjG9Mq7fv4OzRIWraiabqP50rtLVkQ1McPvwZRzKeQxTBZl/OofRZKIqIrAQjiTEYDBMIDEwmMnIwfn7H/EmUWv+WzZufAEBV3aiqCxU3el0MGo0Tj6d9RE1u0bcAaG1h+F/RFfOAUFRFxVPqoPTrfQhGDdYpXTAPDq9PynciolEDooAroxKlyoXPiNaZnPv1CqM81sqGeXsJO1CJwaNilFU0J/j+fogE1JBp8mHZ019w4YyrkXxMbTnsFnMyUaM1GJFVD7LTjeY0CyeaggMQEFi/5ttGy6y+EUhRYUSPPMiClDu5YvBHDZZXpK0l+7lHkLZ5E++p77kJHXvTKfep1RkwB5ZyaH0Yh9bb0Rj8GHiZA4u/D7/NdpObGomtugKTpX38Isbf2oPZD6wldU1Om0WNoijYC8qwZeXjLCkHYMuhdFxUowoSpbY8ZJuIPrgTF40dyYCkuHbpe1sw6Qz4iYmklm1p13bDTbGU16Sy5ZafWjR8VlF0lGDAEtjCKtuKAh4HFO2DwW3zB+rk14klly/pqBN1jtMhatqJs2mpaS3tKWryC3YAEB39Lunpc/D1HcCggfeg1TadNbmOoMDuFBQEAGmoqgbvV0+DwZAF7AEgMuKCk7TQcgStBovYi5j7JqOxevsliAIBV3fDtrUQ04BQJPPJLVySj46IJ4dQuTwT+56SNvXD6mtg4m3HhlQURcHpUqixu6mxu3E43DjsHqor7DhW7qO3pwu5T61GG2wj8ObRaMPPzJCChIAse5pcpqt1enfXOE5b1PjHRfD3tz7D7XAiaSRErQZJq2HeU89QVHgA9vpTEVFDzy4rWbr7eS7o9TiO4mwyXr0f5ac94C9h/vfVVP7wC8UPzUQ3Jwr/XmPr23eW55H3wzvUvL8QxUeDetdtxF94E6Ov60n+kSwiusQRHjcSjVZL6sbVACSdX9xuggbAUBs9d7LhyfL9meQvXo27oBhPSTFKWRlUliNUlSHZK9E4qxBPcGo/OnYMBAfjEHREJfXmmgtHEuR3bkTd9AkcwOqiLym327Aa20eAj4kbRlraIlYf2c2YLiePSgOoKckDwDe4BQ8bzmp4qzfYan/H4aduvzk6BM25T4eoaSf+Vyw1GikegOioYXRNmNji7WJjhxEbm9Jo/pEjv5OVvYwA/54kJbUs18SpEEUtgpl6QVOHZNHhc17LI6xEgwZBK7aufPhJ+yWiR6Hq2wP4BBkIHxaJrnPt0/2wOGy7DlH2bQru0hDyX9uBaCwm4JohGLvHtXmfB+Z9y6Hff0ORZRTFgyIrOGnep6b4aBYAaS/8jFFrQUBEVAUERAQEVFQsl8USPuRUQdNeLGGNrRcR8QMIC+pB8j0XEmgN5ZvfxxOc8wlbZy/HsLYAPKC7djBx099Ba/LFOfnvHLzyAnLu/Ce6b+djjkqiPPU38q64G/BansQqN9W/vcc6n0/oEv0Ogy88lgvH7XayYX4xflEORl9x8iRtraWmwvubl7QNb3aO0kqOfPoDNYt/wpSz15vBV2MEgy+q2Q8sVuichOofiBoUiBQShCE8CF1gAIIIXd54h+j9W5iy7MezmuSvJVySOJo1JZ8yP3Udtw+c0C5tTus5knf3SCzct6ZFosZRUQCAf3ALLDUlB72Cpt9NEDsMwvucZm87OJfpEDXthF6vx2az/dndaJL2FDUqXp8EUWyfpGOdOo2iU6dR7dJWHaKoQz1JIq36xHsOGcXhQdRLSFZDk0NRqqI2FSzRZoo/24MroxJXRiW2LYUgCWiCjejj/bEMiSTy+XicWQWUfv47njIrxZ9lILAB65QeWEb2Rna7UD0eNC18Qk754TuK3HZMiIgIiIKAn6Qltl/Tjq1qrSuPTVeN1s8EkuoNZZe8/3drgZXqI4XQQlHTJJKISetLaKD3KfuKET9xpNdAoABPZwudP/4Cc2Ri/ep6/3DiZn9JxtVXc+TGq9Ce1wvl6231yxVBxB6bTMS9D1N64AkO59xJRdm/SOx7GSazlX0pf+CqDmD87QHHyma0E38sOARAz/Mikd0esr5fSem8H9CnbUBSXAjhSQi3/IvYmy7FFBbQ4nY972vReTjnBA3AmM7J8LuFFRntJ2oCTD6Y1S5sL2784NMUclUhVZjwOSHCrUnqLDSjHgLr6fmJdXDu0yFq2gmDwUBpaelZ2VdrC162a2RWbZh0XcjtuUbZke0cPfo5Onc4hR/uRPWo4PGGdKsOGcXhzR7cCFFAE2BAE2hAtOhQXTKu3GoUmwddePtlEJV8vMMVwXcnY9teiPNgOZ5CO558GzXrckAjoA0yYuzTH32ChcpfN+DMNFP+SwVlC74htXwj+6oPEqIzYDKZEUWJoJg4hj76RJM3QFEU8RU1DJk8leDeyQT3OXmEUUCs96IfcVU/Ovcd0GCZ7PGQ9+8NuHdWsDvtB290rAooIKgCilYl6fHJaPSnGLaSQFKO9dWgtRC66GsKLrmGqmIbFU43J55xS2xvwt9/nYLr7/cKmgs6IZf7I23aRvj8HwmorS4dGPc1vy+7mTLN82xevY/Rk18mKy0XrclETNfRJ+9XK1E8Coe3F6ETXBS8/CpFm1ehc5Qh+oQhX3A1EbdPq+9XqzGa0LjOzHC2zeXBdBoJAyVRIkzbi4OV20+9cgtxuF1EmuI5aF+Fw+3CoD32HVIVhR0r5qIqHrQmP3QmPzTF+ygVA2mRO72ttiCqqeWisoO/Lh2ipp0414efqlpYFPBU1GV7laRz86tz9MDXCKKegJrz0fjpEbQSaAQEyVvLSTRI3mElg6b+veLw4Cmx4yl24DxSjmP/sarQokWLz/nt93Qn+Xpz0Eh+Ovwvia+f78ysxLa1AOfhctyFdtz5NqrXAUIA2lAdqsuOQwmkV+jloPuasupCyirKURSZQ+VFZN84jQEXX0nnK65sIG6MJhO5FXZ+/eV7/H/5gVu//fGk/dPoa31qHPbGfddoKPMpRrCBoAACqCKgAYPNgEE1U5NXgt9JShR4GxIQlYbmr4BufXAt/Z7SadPYf+sNmOb/gjWoob9EYN8Lkb79AEGjwS9xBI6SCo4MH8KR598mYO5bABiMFsZN+Y4VP12FR/Q6s5Zkg294VbtaPSpL7MyfuRWPS6HPzg+RqrPx9DkP32svp9sFQ05/X2YzBmfj/0FryKuws3pfISmZZezPryKnzE6Fw42qwgtTe3Lt4OarrJ+KQeGDWXT0LbLLi4m2ttz3y+XxsCXnEBuz97Kn+AAZVemUurJxi/kIooyKRE5lKV0CjxWAzdy/nb5/NM5Fs9M4mBYdgb0MJB1oz6wDfgfnBufmnekvyLnsKKzVattt+KmOzMwNgIiiuPHINqKihmAx//mFOF2eAsxqN3pc1jix3Empre/kOFxB8Ue7ABCMGnzOj8bQhtpPzVJbMkF1NQwt1sf6oj+uGrTzaBX2nUU408vxFNlR3CI60UC2WExB90SuuOVFLL5eh9etb79OytpVLPr+C/y++5xe/YbQ58570Af4c9FbH1Bx6CDr3n6N/PJTOzxr60VN09/lXo9PbXJ+9qrtsKwad00LbsQnWGrqCIvtTvUH71J2691sumkqo+atwGhqWCHb2nO0t381DvY/PwsdoN29rkFiPVEU8beOpVJ+hV8Xjaa68FESRpSful8toDItnX0LNrEz3YRbY6LnntkYosLp/vnXaIwnd5ZvDZLFgsHdsutJuc3FmgNFbDpcwp7cSo6W2Sm3uZGPs+hqRIEAs44Bsf6kZJQxb8vR0xI1V3Yfw485b/L1rt94eNSVjZZ7ZJkdeUfYkL2HXYUHyKxMp8SdhVPIRxBr/blkI0YiiDQm0tlvMn1CuzG6czKdA0IbtFVRkAHA4SuWYfSxYq8qx1FdRmRcD1qEvRSMAU0m3evg/x8doqadONctNe0laoKCk6nJhCMZtzSYn5U5mgkTZrfLPk4HF0UYxLZbVgyd/dCGm3Hn1RB0a0/00e2bL0bQei+sJ4qaE9FH+aA/Lkutu9jOli9X8XtZGvYyF6++/gZTxo2h/4hR9P/nA/T9x33s//47tv/8A+t2bmLT3zcQHxrFwFv/RnD/gRjMZuTy4lP2T1d7Y3Y7WyfQRZ0GFSj6PJU8487aISlI1xUiqiJWnR+CIiCokFgVQb6haYEV33c0O199mrD7nmLV36dy4ZylTVoFd15/L+a0ddiHX0r3l2c0sowk9r6MrRuO4Cw0oSpaojr3bdXx1KGqKiVb97H/l+1kZXgo1UUAIfg5Mum39zUEo4mesz9pV0EDoPWxYHQ78MgKmlohXOP0sGZ/Ib8fKmZvbiW55V7x4lGOiRdJEPAzaekV5UePCF8GdwpgVEIwVvOx4ZxhM1eyL//0LLd9IjoheoJZm/MHD3NM1CiKwqjPb6Bc3Ycgeq85qqLHoEYQou9CJ9/xJId2Y0RsL5KCI1tk0XKWectuRMX3RmdogQ/NidhKO4ae/ofoEDXthMFgQJZlPB4PmjOQPvx0aE9RE99lLBrpMzweG4IoIola9u6dgco+Dh5cTkLC+Da1ayvKorJwP6rHieJxIStOFLlucqEoLhTFiaK4MZqi8I8cgDEgGldVEa6aEpw1JbgcJTilPPykAafe4UkIvKk7+S+lUDRrJ4E3JGFMaj8LlFBb1fn4CuItQRtkZOj9k0nI6M+cz+dQpdj5acUqKioqGDN5CqIkkTTtGpKmXUPR7p2kzP6QQzkZpL30NOEaA4rTSRPGkUbU3TTcrRTo/t2iObzkEIIsILjxDk0JYBcdyIKCyeQDonfevoAc/Ho1H7WSPHYa62ZkEvefT1jy0LVMfv27RusYBwyEtHUEXDgWQxM1jnz8Qxg96SUWvbkdKCOiSxRlBTV4XAoet4LslnE7FeTa94IkYvLVYvLVY/TVUrJuG4fWHiY7R6BSH4qgBBFiKmVIb5Vulw5Cox3EvieOEnPn9eh8279qs2Q0IKkKLruTF1cf4cuNmTg9x4SwJAr4GTV0C/OhW5gPA+MCGN0tmHC/U9/0h3QOZMG2HLJLbUQHeIdkNh0u4Zmf9tAryspLl588Q+8ra+exJns9iqaIo/bURssrlCOYhVhu7HYLw2J6khwWe1rDcXJlHuVYsLZF0IDXUdjYIWr+Vzi37r5/YeoqdTscDiyWs5NPYvPmzfVlEuryZNS9P35eYWFhA1Gjqmp9Xai2CLC4uIY1Ug4e7I0oreRQ+sMkJLTNeXDb5htxGpsu4CgoGu+kahFUCY+9AtJVSG+8riga8As+PVGjsRrwvSCOyiUZlMzdR8QTQxF17eOPIWhq2zmFpaY5guLCmP74Q3w0813y3aX8nrIVVVEYO+WS+nWCeyUz6c33cVZWsuPjWezetI4KDXT1O3UlY21tnhpPK0WwKdhKz/80Hpq65b99uMhnNNddNb1V7Y24/iGW5R2l8+xl/OyeyqS3vm9wY0x65Da2r1iC6/knqBrYA59m/HiKs70WiS+f2Niq/QNIspVwSzl9BkDCpSMw+DX0yejz3lOtbrOlVG7bic7sT6LZwKfrj6CoMLlXGIM6BTK+eygR1jbe4IEr+kWxYFsO87cepVuoDy/8msbRMu+w4f78al6c2vOkIuTzA2+hIBOuG8ro2NENlomiSIi2BxXuPP4xZEqb+wiQsvBd5LxUAkq2USYGYm1rQ9UF4BN26vU6+H9Bh6hpJ+pEjdPpPOOiJiAgAIPBwOrVq+sFChwTK81FRz333HP1hS7ruPTSS+nTp89p9Wf8+I9YuiwJna6SpUtvR6sNQqs1IYoaBFGDKBx7rZtn0PuTmHgJhXuWcSTzHVz6fHztg0ga+CKS1uCddHoEjb7RBdZVXU5pxmZc9hJ0xkB0pkAMPsHofIPRtCTEswX4jo5Gsmgpm3+Q0m/2EXTjaYQwH4dQm89E8SgoLgW5woGqqIh6qVFeneYQJZGLL7uEj7/5DFVQWbtlG6qiMO6ShqJC7+vL4AcfYaDyEHnrfie4b/9Ttq0zeG/cblf7DKVKqoBbbpuVcMJDb7Fc8y+6fPgLS/9zBxOf/Lh+maiRSPjv2xyZehn773mUAT9/1mQbY25MIjO1BEkrImnqJgFJJyFpRDRa7yTLKo5qF45qD+Wff4JP/l4G/DwHQ6Bvk+2eSQ6kpNJ5yyqOXnQ1giAQ6mugwu7mvetO/f9rCf1ivT5i76w6iKJ6h6wm9QojNsDMrDXpdH7sV764bRAjE5oWwcG6blS6i1hxw0dNLh8YOoifc9/haEUpUX5tt5B02fESAioyEoeCx3Pq8rDNUJl7Wgn3Ovhr0SFq2glD7RPu2XAWjo6OZsaMGadcT1VVVq9ezR9//MH48eNRVbVBsculS5dSVlZ2ynZagtV6JyXFixDEHXjkamRFRhBUBKH58HOzOZTynF9xanIJYxphiVOwhMSdcl86i5Wwnu2TH+NkmAeEUbU2B8feEkq+SvMm4RO81jCfMdFog1sfTVHnq1j23X5UR8MhqJDp/dCFtmwoIyIplgv6nMeSnatBEFi3bQdut5uJV0xrtK4oikSOGt2idnUmryj0tNKnpjkkVcSltL3u2Pjpr/JLQR5xX69j2+Av6XfB9fXLfLtE4UkciHnXKrIWribm0tGNtu+UHEyn5FNbqI4nz/dSyv+xgMK124m59OwXL/z94WfoYrQS/487mb3uMCpgc8nklNuItJ5+BI9BK/G3kZ2YuzmLS5Ij+PdF3THpNLg8CocKq1ieVsgXGzKbFTUDQwbzS9675FSUEnmcaFEUhYMleWhEDYKg8u3u33hwxOVt6qPb5cSqVrG191MMvHw6bc6trapQld/qIpYd/HXpEDXtRJ2lJiMjA5vN1sBqUmcdaW5qanliYiJ+fqeXzl0QBBRFwWQyMWhQ4+Jza9asQZZb59vRHIMH3Qfc12i+oijIihtFdiPLLmTZzeHDyykueQpBkPAolRiVWLpf+Gy79KO9CbqlB/mvbsG+u6GTrVztIvi2Xq1uT60dflIdMoJBQvLRoQkw4NhfhlxihxaKGoBBl4xiyc7VjOs+nJ3pm9iUuhdF+YbJ065udb/q0Bu9+/e0k9O7RhVxn4aoARj/zMf8lno+QQ+/wP6AELodl/BN370H7FpFzYy72PL5SAYsaNp60BoCB/ekSGOi9NflZ13U/L5mB3sCO/Fav6uxz9pUP9+slxBpv+idxyd35/HJDa2POo3IxzcNJPmZZWzNbP5h54oeY1ic/w5P/fYxfgZfDpUdIt+RgU09CpI3AamqaNCKbb+9lGfsIFhQ8RfbntB07Qu3syv1KJLQgzDHHvwOei19ggCCKCHUPtx5X73D+JJWi9HHl/CuiQRERJ20/EUH5yYdoqadMJvNaDQali9f3uY2RFFEEARkWaaqqopx48a1avsFCxZQVOStUF33Y6ysrGy2krckSRw4cIDIyEgEQajf//GTr68vQUFtr0HktQrpQaM/bp63PwaDLx6lEkk4+yb+lqKxGoj6z4gG844+uvaU0UvNUVdzym9KZ3yGe/Ow1OwoxLG/DMXROoEpiiIaVUT2KNz58Aw+fOUlUvbuQ/lmLlOubllV6xPR6LxRMrbKijZtfyISpy9qdHoTQz9fxJbLJ+L8xwPkffsN4Z16AtDz6bs5HB+H8z8PeosWtgM6ixF339FIKWvapb3WsGDpdhZ1GUmnQBMjE0MZGR/M8PhAjKeRLK+19I7yY+3BYuwuT5P7HRgVj+QJZlPFl6jlIlo5BH9tDEk+/egR1I1hMT0YGJmA7hT+ei6Hk8zdB8jZvoeqtP2omUfQ1lQhG4wEBRYRHAMRO+dSk7kf9BYEjQ5M/qiZm9BVpqAoehTBiCqZQGNB1fuAwQomfwRzAJn7D+KQfTDo9ZRWuCjf5fX3UxUFVVW8D5NK7asso6re8iEumx1VVeoFjtHHF73JjN5srn8N79KVpJHnn4nT38Fp0iFq2gm9Xs+DDz6I0+lsUhzUTSdbVsfrr7+O1MJ07uXl5axYsQJZlklLSyM6OpqQkJB6v5mwsDCiopqudxQcHMy+ffv49tvGVZTr0Gg0PPLII80Ko7bgcnudN/UGK7JQjV78i5mGBQFVbtsNtN5RWD42LCfWWW/crW9TEiTcbjeSpOGOhx7ho9deYeu+A6hffcHF193Qpj5KWi2VxUVt2rZRW6p02qIGwDcgjKRPvuDw1VeTMe0q9txwEaP+9hQFK7Zie/ExHNG9Sf7q3XbosRdtWBjC9up2a6+lLFRCkASFVQ+PPfXKZ4iLeoez9mAxC7bncF0zuWw+nTib4poKhsUkYdbrm1ynDtkjk7XnIEe3plKRtg/lyGHMuZkElxWgVWVCAYPBh9LgSFwWP0SHHXsuVPqZMeoLEYt+QpQUGtSSNECN2hXBXY0g2xA9JQhON1KNG7FCRhChxjOIfhE6zn9jQauO32mzkXcgjdK8XOxVlTiqK3HabDhrqikvyKeyuJDdK5aSOPw8hHOwjMX/Oh2iph0xGo0YjafvqOp2u1ssIo4ePUpqaiqdO3cmISGBsWPHEhbWMk//adOm4XQ6mxz+UhSF/Px8vv32W4qLiwkPbz/h4XF7bxZGgx8eoQqtdO5aappEBNoqampDuhsIGL13nqfYjruo1nzvUUFRvFUp6l5lBVVWQcVb+kFRkRApryjHVlaNyd/CHQ8+zMevv8K2g+nIcz5l6k0N8wm1BIs1gOKsDL589H4m3fsvAiJaXgT0RDRIuJWmK4K3lvBOPVHnzmX7U9OJe/9Htny5BB+bhCu4E73mz0Zrbr9cMcb4ODweByW70wns1cZSB62k7kEkSfvn5ru6JDmCR77fzc8785oVNX0jGrvtqopC4ZF9ZK7bQcm+LDyH0zHmZhFUmodedhME6HUmSoKjqO7aE3f8pQR2TyRuQE+SYk59fVHdLpTSPOTSPKTASMwhTeejUhUFd1Eu1ffegTG09fmJ9CYTcX36E9enacfs9K2bWPjyc9SUl2EJ+PMTjnbQkFaJmlmzZjFr1iwyMjIA6NGjB08++SQTJ3qrNaenp/Ovf/2LdevW4XQ6ufDCC3nnnXcIDQ1tts24uDgyMzMbzb/77rt577336j9v2LCBxx9/nE2bNiFJEn369GHp0qXtIiLONTweD5s2bSI1NbVRuHbda937uiKaV111Vb1fT0sRRbHZ83fo0CH2798PQEFBwUlFzfr16+vrXh0fiXX8a+fOnend25v/wu3xippVq65Hayjg4KF8dr/+WX17ahPvAKKjYhgx7c97gq1DEASv6DgJeS9tRi47yc3puAg0yeIVsNVrc6hem9Oqvuh1GlJLD1H14ZfcMuNOREnibw8+zOw3X2PnkUxKXn2JG++9H10rvhtXP/syv7z9CkfTUvl0+p3EJffjoukz0LewiObxSIjIavv4bQFEdOlNxJcrWbd8Ho7/zMdttDP4+8/Q+7VvxGHUpWM48sZT5P+8+qyJGkEQGOAuQuNsHxHYVgw6DcE+elJzmh+CLC/KI/fgNqqydiEU7sW36hCR7iOIuzX47PFB1BgoDoygOqYLrvMn4N8jibiBvekWF9HmnDWCVocUGosUevJMyIIoUl1RA4KAJaz9rcB+Id6HxvLC/A5Rcw7SKlETFRXFzJkzSUhIQFVV5syZwyWXXML27duJi4tjwoQJJCcns2rVKgCeeOIJpkyZwsaNG5v9IqekpDRwVk1NTWX8+PFceeWxLJUbNmzgwgsv5NFHH+Wdd95Bo9Gwc+fOc7KCbXswbtw4iouLG4VqN/Xe39+fpKQkdLpTFBFsJevWrSMvLw9/f/+TOix7PB6WL1+O1WrFZPLe9I4fShMEgfLycvLy8upFTVjYUPbvX4WqVuAqjaG0IhyXq7JJpzyh1jky11VMTlohI/jzRQ2icEqfGrnCBSIYEgO9EVOi4LXwCAKCXsIy7NjFVhduwXdSJ5Rq17FzIAogCl6Tuyh4vRslwRs9JYoIkoAgCVzrjuaX35fi9BwLmxZFkdun/4t5n33C3owsXnv+OSJDQ7Ba/QkMDiYkIoLw6FgszfxfLQGBXPX0TEpysvnlrZfJ2LmNWbdfx/k3/Y3kCZNadaq0ggaXevrDT8dTbath3UoZTZ9rmPbooCaT750uxtBAHIFxKJs3Abe1e/vNMSLcwPsFBqqrbFh8/rxaRQPj/Fm8O5+s/ELsR1OpyNyFUrAXS8UBwp1HCKQcK+BSNWRL0ZSau5AaNYaoI0uBavru3Iok/XnX58rMDAB8Itu/KrdfsPchffHbrzLmljuIHzik/prc4Vj859MqUTNlSsNkSs8//zyzZs1i48aN5OTkkJGRwfbt2/H19Q4nzJkzB39/f1atWtWs02twcMOwwZkzZ9KlSxfOO+9Y1MH06dP55z//2SCMuVu3bq3p+l+KwYMH/9ldwG6307t3byZPntxgvs1mY9OmTbhcLmRZrk/qN2nSJLp27dpkWytXrmTXrl31n+O7jCW+S+vEya+zF5Kava+VR3Fm0EVZcKZXYD9YijGhmTwcqoq+k2+L89v4jmrbEI8ZMG404PA0tAoJgsC0W25j+x/rWbZ0CRn5hSiFJXDwWMZCQZHRoGLQaDAbDfj4+BIQEEBgSAihkdGERUdz48vvcGDDOpbMepMVs99n92/LmPbUC/X5bAAUWSbj4H4O7d3D0exsyioqUWqddjuJSdj0bl6a+xJx0XH0T+hP55DObX4gcTk9fPrwenw8IfS/O4CYsOYzE58uQs9+aDcuR5EVxLN0gx4/qidvLshk/fJNXHDZ2XNEddhqSD+UxsEjmRzIK2N3jhnwJff9KQwR96GoAjliOMWmzhwIvgJdRA8CO/chsnMPuuj01Nmy8tduQx9o/1MFDUBVtjeRp19cm7PbNIvWYKDH6HHsWb2C7Ut+xuOJZcMP6dir3Wj1ElPuTSasc/sL7Q5aRpt9amRZZt68edTU1DB06FDS09MRBKHBEIjBYEAURdatW9eiSB6Xy8WXX37JAw880CAb7qZNm7juuusYNmwY6enpJCYm8vzzzzNixIhm23I6nQ1qMVVWVrb1UP8nsdu9GUYLCgrqz6XL5SIrK4tNmzZhtVrR6XSIokhsbGwjPx5FUfjss88oKyujqqqqXui2FY0kodA+0S2nS8C1ieQ9v4myb/Zj+PeQZp/O1HYMwT0pgnD8aFYD+g4bTt9hwwFwOhzkZ2dRmJtDcWEB5aWlVFZWUmN3UFpZTUFlNWp+Iew9Jh5F2YNWEDAk9MJRmE92eRWv33MHCcNHUVJaRnlVNXZFRRW9fkGS7MGs1aCr9QkLEH3QSm4q0itIO5BG2so0XJILTYiG5J7JTBwwEZO+5RaJNSt2IHo0+Ax0MaR3n7adrxZiHT0Cx5rvKdq4m9DhZyd5W9KA7gR/vZtVO4q54LL2b9/tdHD40D4OHDnCwdwSDpS4OVBjIsMTgIIIGAgTjXQzVTLMtxhHp5s4FN+LqK59iDb5cCq7h7uoAo1P64bBzwTVRfmgqvjEtK5oZ3lhGT+/+RGqCpJGh6jRgCLjdjmQ3S5kjwvZ40SpHV0oyraxck4aCQNDCY724Y8Fh1j01g7ueOvs5zfqwEurRc3u3bsZOnRofTmAH374ge7duxMcHIzZbOaRRx7hhRdeQFVVZsyYgSzL5OXltajthQsXUl5ezs0331w/7/DhwwA8/fTTvPrqq/Tp04fPP/+csWPHkpqaSkJCQpNtvfjiizzzzDOtPbwOapFlmZSUFFJSUhotM5lM3HzzzVit1ma393g8ZGVlkZSURHh4ODExMafVH0mSkNVzQ9RIZh2WkZFUr8mhclkmfhfE/an9qS2Recr19AYDsQldiU1o2qIGUFNVSV6WV/iUFBXWitJqbE4HqjUQpyCAKLE74ygaRcbHoCM6OJjYTp3p2juZoNCmndQVReFI4RG2HtxKemY6FdkV7Fy+k+Vrl/PEHU8Q6R/ZomMtVYsAPRddMbRF658OEZNGcOhZDYW/rjlrokYURYbpa1hfdXq+gm6Xk9z0VIqP7MKVl4o+czUOVccyZQDL5AHkEkSQYKabqZLzQp38PayGhJgo4rsm4uff9hQO1ftbl8xTrbXotXcUUU1pCXpFRWqln+GOpWspSF+LpLV6+6fKgIgo6RElHaKkRZS0CKKEwScOs38S427rS2RXb5bmPxYcwuOU+fThdRh9tMgelQETY+k25C8W4fkXptWiplu3buzYsYOKigrmz5/PTTfdxJo1a+jevTvz5s3jrrvu4u2330YURa655hr69evXYlPz7NmzmThxIhERx0zKdWbsO+64g1tu8UZy9O3bl5UrV/LJJ5/w4osvNtnWo48+ygMPPFD/ubKykujo9h9f/f/KDTfcQE1NDTqdDr1ej16vR6fTodPpyM7O5qOPPqr/39ThdruRZZmRI4/VhurevTu9erU+Sd2JSJpzx1ID4HdhJ2ybC6hacxSfkZGIpiai1U6tM9oFURRR22lnZh9f4nv0JL5HzyaXK4pCaUE+RrMZs2/LTeyiKNIlrAtdwrpA7dfjjs/v4A/1Dy788UKseivJwcn8a8C/iPOLa7ad4rxK7DoDAaeZmLIl6P0sOMISULc1FvZnklHdQli0XyLzcC6xnU8+vCZ7PORmpFGUvgNnbiq6kn0E2g4TIecQK8jEAsVYyRf8sVLKk5oveFr7OR6NCU3sUBh4K3SbfCzVdTugj2z5/6bgtgsp25CNoFHRB+qIW/IHgvH0nb5tlZXohdYLpbL8AhD03P/ll23a79R/9aM0pxp7tZvio9Uc3l5EWX7bEwh20HpaLWp0Oh3x8fEA9O/fn5SUFN566y0+/PBDJkyYQHp6OsXFxWg0GqxWK2FhYXTu3PmU7WZmZrJixQoWLGiYU6Au6qZ794a+CUlJSWRlZTXbXt2NuIO2cbKw8NLSUmw2G+PGjWsw9JKfn8++ffvYvn07giBgtVoJDGyf6ABJkpDxOkmfC854giDgf3U3Sj7dQ8lXaQT/7VhlY1WtDbs+S24FoiiiNDf+dAb2FRTePn4sgkHAXG2mf0x/dhbvZM3RNaw5ugYBAR+dD12sXRgROYIpnacQbvFeB6qL3Cg+7RdNdSo0yQMQV8xHdrqQ9O3rjN8co8YMQNi3ld9Xb+eGWlGjKgqFuUfI25+C/ehutCX78K9JJ8pzlGjBTTRQjoVcXScK/PtREHIdlqhehCf0ISgk8liZgfxU2Pg+mkMrIH2ld5J0ENYLel8N/W4Cbduvm6JORfDUUHD3xUg+voh+fkh+/kj+gYj+wUiBoYiBYUhBEQg+/tgP5yFIoAsw4Siwo7qc7SNqaqoxalr//6ouKUaja7tgjoi3EhFvBWDV52kYzFr6XtC6IbAOTo/TzlOjKEoD3xWgPgPtqlWrKCws5OKLLz5lO59++ikhISGNHFPj4uKIiIioDy+u48CBA/Wh5B2cXeosb0OGDGlTle+2IGk0qIKKKisImpYlJjzTGLsFoI0w40yvIPf5jYhGLagqis0bkquL9ml1m6X7Ssn/Mg2xThjV4ndJPOGDGwvNfWt3sqv4AAFi6/d1tvDIHvbl7mP70e3sLdzLkaoj5LpzKRfK6abtxnvjvKkbXkl5hY15G/HR+pBRmcGOwh1sL9zOO9vfIcwUxmcTP0N1CohOLVW2anxMZ7ZwLEDg2BFULfmCA+99S9IDbUtm2FpMAUYu0P4C2QfY9M53+FSlE+E6QijVhAKVmMjVxlHi15Oi4CuxRPUkLKEfgSGRWE9lFQ/rCZe+731vK4MN78CeHyBnG+RshV8fBmsMdJsIQ+8Ga+tuyH4D47Cn51K19RCKU0F2AmozDyGiCopA4MReSD4+FH73B7m3XYxkMSFZLIi+Pkh+ViRrAKI1ECkgBDEwFCkoAik4EsHYfEmRGocdq0/r/fhsFcXoTf6t3u5Eio9Wk7Yhj5HTuqI3dqSDO5u06mw/+uijTJw4kZiYGKqqqpg7dy6rV69m6dKlgFeYJCUlERwczIYNG7jvvvuYPn16g0ilsWPHMnXqVO655576eYqi8Omnn3LTTTc1ukkKgsBDDz3EU089RXJyMn369GHOnDns27eP+fPnn86xd9BG6kRNc9XAzwSaWiHjcXrQnSBqtm64jnL7RjrpZ6DVW6kuT0NRnah406HXZrBDVWVUVAQk4gc8gCmo7Unl6vC/JpHC17aiVLmPFagUQDBpsAxqWRLE46k4WIavR6HCVw8aEQTwLbZRta+0SVFTcDQfgAvGnvkCn23lgR8e4Lea3wDQKTqChCC6GrsSb43nsuRj3rAPDXyowXayIrMxbyMLDi5gWeYyLl90Oa9e9i7r/5vFs298yPMP/7PeIflMET5+MFVAzfp1cAZETfq+jWxLXc6hon0cduSQqSkn38eDmiCQ7XbzXm4RJabOpIUPxxiVTFi3gYRGdSGxPXxQTP4w9knv5HHDrm9g+5eQtwM2feCd9H4QOxQG/g3ix55ymCps9pIGn1VFQa0sQy7OQSnJRy4tRCkrQi4rQa4oQ6mqxO+m+5GLcvDZk4ZcZcddWIls9yA7VRQ3TYoiu1bit+5xAPgooBMldFotOp0eg8FImaAQF9x8frTmcNrKsIbGt3q741EUlXXfHcAv2EiPUWcuOq+DpmmVqCksLOTGG28kLy8PPz8/evfuzdKlSxk/fjwA+/fv59FHH6W0tJS4uDgef/xxpk+f3qCNuuGp41mxYgVZWVnceuutTe73/vvvx+FwMH36dEpLS0lOTmb58uV06XJ2kmJ10JA6UXOiT80Z3WetkFn97RL0BgP9JgzBJ8hrJrbZMkGAI86Z4ATJ44uoGBEQQRW8r4j1OW8cxkx8D/UhLujG0+6XLtiEZUQE1etysYyKxG983Gm1J4jePsbd2gNzmPdJNOOR31GVpgWkqqpoVJFuw0/fb+lMYdFaEFSBbyd8S7ewbi32sZNEieGRwxkeOZy5aXN5cfOL3LXjFhjgXa7Mq+C1a89sIVTJoMc5bArSjo3tPvTpdjm4dNPfAAhQReIEH4ZLXYk3dCOPNOawH93tn9I/YkC77bNZNFrod4N3AshOgU2z4MjvcGCJd0KAwHjoe4PXF0d/auugIIoI1kBEayDE9252PW1if6JGNrboq4qCUlaAUpSLXJKPUlqAXFpEbtoOOFKFUaMhwi8Yp8OOy+WkxlZNWVUFJlUldujwVp8Gj6sKk38zaRpaSPq2QnIOlAPw1ZMbMZi1GMwaDGYtJl89/SfFYrScnaHM/0VaJWpmz5590uUzZ85k5syZJ12nLhvx8UyYMOGUT/0zZsxokKemgz+PP0PUBEeGokPDpsydyIKCpNHUZxcOFiaR75pH/17fIekMmIKbdwiXXXZWr+tZa71pH3wndaJmayFVvx3FZ3gzTsOt5PifgwrN1ppSZAWxDQ6RZwJFUcgqyWJb1jZSC1JJL08nx5lDMcWooordZW9zfpprk65ldfZqatw1JAYkkne4guWuhSzfNo7x/Ua174GcgDYuDvGPn3BW1GCwNj/kJcseXv/vbeyxHaaTPpwyTyWZajG5Rie36s9HL+k5WHaISb0uZ/jo69HqDHQvt1Aq2lh69zbE4+q9VZRn8MXCi/hjz1yuOBui5kSiB3ongOpiWPMipPwXSg7Ciie9k084JEyAofeA2w6BXUDfvkOCgigiBYYjBYZz/K/KsGwOzJ7HtU8+hrXboBa1dXj7fqpLKzD5+WC2WjD7+2Lxs9Q/MDltDlTFjm9w26O/AOJ6B3H+DYk4bR4cNW4cNW6cNW6qSp0c3FJIVKI/cb1Pbx8dNE/HYF8HrebPEDUeu4shEcnUOG1sK96Hy3XMj0sUdaiiG5/IpsP7G1L3pN1QRDvKCijP3kZIzwtadeMt3Lea/KxFqMkqSrGK6/sjdL7h5MMUq+9fTZBGRKMTEdS6Xnl9aCQVNMKxUFdvTwUMB8s4/MhahNrsN3VHUaMpRtD8uY7T36V8xyd7PqFILcIlepMxSopEAAFE6iMZ7jucvhF96RPT57T289GEj+rfuwa4mDrnCE9te4LDRbcRFxjNBQPOTLI66+C+VM6Fwt+3EXNx0wJKURTWr/mKzw3bwAA75HISKo10EkI4pM/mXX5DcoHsC4U7/svw0dcDcEfyHdyX+Rprl87mvEl/r2/PzxpHT1XL5oKtXHFGjqoVWILgwpleUdNtMvS6HLbOgaNbYNsc71S/bhh0GQND7oLw5i0zp4ut2JsmxBTasuR6ssfDDy/NgEbZrQUQdIiiHkHyyiZryOkJDq1OovvwxsNOpbk1fP3sJvSmjtvumaTj7HbQas62qCnJLuCLX79DFVR8JTNh+gDiEo9F1ImiDlVoYb2c2uGD6tKDZG+ZT03VISpsm6nR70EVPdg3PkanYS1Pi5+XsZBi3U9o9FbkWDtlwhL8jyTh36n5p+sInYhJFKjwN3jVieAtoSAIAh4B3BYdEeHHnCCFEZHYc6qPK7cgeF8FgYqjR5Hdf66o2Zi9kRwhh0nWSXQP7k5yZDI9onqg1Zw5fxedVsebF77GZSun8G7+K5APwX5f0y+h6VD00yF8zEBKNUZKVqxtVtTM+/5Z/mP7HoAHpAu46fqX6i0vh/b+gc1eSdfuI/jo6weZY/mDssJs/EOiOf+8m4h77z3eL/0vwyfcgua4czbAtzOLKvajKsqfXw1a0oKogao86Hm5dwJvNNWGd2DnN97PrmrYOdc7aYwQ0Rf6XAfJV4PUfrcbt70GgJQPH2f4Ix81WFaUlc/CV99GEER0BhM6owlFcYHqJnHk1cT2TMRWWY29qhp7VRXOGhtOWw0uux0Vle6jmi5kebo4bV5BpW8HS24HzdMhajpoNXV+BWdL1FQUV6AKKrdPvYmo5MZPZqKoQ5XcLfJ5EEQNgqyjwPgtBZXfInoMmNQkYvT/oKJqBxmeNwkpHIc5pGVRHwkDHqR023L8GELPkS+zacWl7Np/NwN9F2AKbMYRWRSoDDPT4/5+LdpHpynNp0RI+XAfau6fJ2oqbBUE6AOgCqb2nMqQ+CFnbd8JUXE8Fvcc7xx8HRmZO3//G2+43mF4j/YdrhG1GlyxPVB3bWlyuaIoLDm6EskP1l2xGotvwzQG8d2H1b+/4oIH+GTpH1z17RSuso7hthte58Gku7n36Ou8/d10Hrj23fp1h8SN55PUAxxI/5VuCQ2jQptD9ripLMymsjiHmvJCHFWlKI5qFI8TxeOq1dACaPRoDRY0Jl+0lkDMgREERnTGZD6Jn4zWCDVFDeeF9YSpH3qnOooOwsb34dAyyPoDe+FGDqQ/isYUTlDoRAK63Y7W5/RyhvW4bgab1lzO/r2ZdN2yBGviELRmPxAE9q7dQmXBLvSWGGzl+cgeB4psA0FPr9HDiOl56hQjZwK30xtIoDWcG9Gb/1/pEDUdtJrTsdQoioLH46mfZFlu8L4pSspKAPCU21EVtd6Z9lh/vHk1FNmFpDl5jg1RkhicvBSPowKdbxB6n9D6uj7OymI2/nEBezY/xIBJ37RoGMoUFE2s+Z8ccb5M9rZ+9BnwMVu2X0nK5svonTQL/7gmnvqE9osc87Zz5kWNw+Vg19Fd7Dy6k33F+8ioziDfk0+lWOm1IKkCNc6aM96PE7nmvEu55rxLKSgr5tr5N3Lnllv4RPMFA7v1adf96AcMRvjuAxxllRj8G4YKL/jhRbYElDMz8LZGguZEIiK7cbdmLOs9W3hTWU7GB9M46DwKVgigYYhyvx7XYNj1Ln/sX9BI1Hhs5eQf3ErZ4e3I+XswVqTj58wlWCnGX1A5MSjZqWrwIKEgIqJgwIUkNP4OVmCmVAymQheCwxSOaglF4xeOPjCWHiqI9vJTf9uCE2DKGwCUp33CrqznUBHQy+XkV36JsOkL/Fxmgiz9COx8A+bIsa12wJYMZi576HG+f/l5Pn/lXeBdJEHBoFGocXtva3d//O45VfRYkb3nW5T+/Dxb/5/pEDUdtJq2iJrDhw/zzTff1BfAbAs1S7LJ+bUETYgJQQR9vD/WizojSrWixu08pagBMIc0XbJB7xtEfOgT7Ct7kO2/3oas2nBIWSiiDVWQARVVUKn3x6l9r6KCCIcdLxCqu5ABfeezY+ttbD90LeHp15EwfDoaw7En4PYMhFfV9q0wpcge9uxfwez9X2OUIrw5ZVzenDJq7U3QJJsIkULo49OHeP94kiOS6RfbD6vZ2o49aR2h/kGESeEUkk1OaT4D27v9SaMp/vY9cn9ZR+frvZXKVVXl0OGtvFH0LaMcoUy+6f4WtfX3G9/kdkXhhQ+v41tTKoGKyPuRDzJy3M0N1tMb/Bim8WNxwSb6r/oaR/ZO9MV7CK45SISSRxQQokpkCpGUGDtRHJpMRmAcWv8ojAER+AaE4usfhMnsi16j4fhfhqqqVNsd1FSWYS8vxFZ6FHtRFu7yHMSqXHS2fEIqduNbugZ/taJeALnR0NLBk/IDX7I173nQinTRjEBnDMPpLKLUnkq5voRyzzoOHViHcbdIgKYTgeGT8O96MxqdtUXtB/Yaya0ffU/O2vnUFOXhqKrAWVNFxkEHle7Yc0rQAIi1vm+y+9zJjP7/kQ5R00GraYuoWb16NQEBAQwePBiNRoMkSWg0mgaTKIpNPrHJZU4q5uzDR/XWw/EU1qYdr11XFL3hkbLHgZbTK5wZ2fdSSpasoVzYhIFoAqRRaMUABEECwZs3RvA6wHj7KggIgoiiymi1vhj8QhElDYPHLmL/7zPJFb+kYM0PBIkXENXtaqwxfQABmgnRbi0aSYOMG49Hrs/l0xI8Thvl6VuxZW5DLs9BLN6HofIIVnc+PwSaWenrA2wjUomszynTM6wn/WL7EeF/bubemNzlInYdSWF9xkYuHXphu7YdOLA7uXo/HGvWQ62o6f251xHWF4Gnpn3QqvZEUeTfd33NP8sKsfgFIYoiVW4Ha/L3sb4glbTS/eRWHsKuVIJGIGbd3QiykUxdPIcDRpIe2gvfuH5Ed+tDgq+FlrjIH48gCFhMRiwmI4RFAH2aXdftclKUl8HhX95gUOE3oMggnvq7ptEfs1qle9ZBVe2HEzZ1a6HUlU5O4TuI+W/j7wkkxP88grrdgc568iPTGM3ETripwTz7f2ajLTv3/FZ8A73Xr4oiO75Bp1fbq4Pm6RA1HbSa1ibfy87OJisri6uvvprExMRW788t2qgAHKN8kYvtqE4FFRVttIRjxyHKi0tBD4ePrEZj8EVRjyXdU+snGb3ej/j48ac0dfe+8I1W9/FENAYzPSY8R0zujRzZ9QHF8hIKDs1DvzsaS6f+qI7hKErL66I1R0CgP2qujOxuXtTUFGVRtvNX3Dk70ZTsx1yThZ9cTFBtLS03Gio0IdRY4sgNGsskPx/mlS7krS7XMmbEo6fVvzpcThuHD6Ygyx48ige5bpJl76sq45HdOBUXMaHd6JE08tSNnsC1500lszSLuZX/JeqXSO6b/Ld26Tt4v/Pu+GSEvdsaLVtw0TxCIlqWsK3AVk6mrQQBDRsK97GzZD8ZFYcoqU7H48xBQEZFQNSGYTV3olvMTeQV2Lm95yDmXTqe3n+C9UGr0xMW242MTiPQFH5NTVke5ub8xY7DEjuRsbHp3vwEshtVdqB4bKhuO+UZ89lZ6hWC/RNnYYkciy1rCcWHv6LIuY206gWwdQF+TgNBpmQC467BEnNRixymbTUiJkMLAwfOIr5BBkRJoLzARnTS6eXC6aB5OkRNB62mThQ05wNzIhs2bCAgIICuXZuvDn0y7IqTb/V/wOYTFuR4X3x9C0juA3nFp74Bm8zziIw4tYOuqqrs3DmfjMx3MRgKkeUwJk/6rdV994lIoHfEa8hOB/mpv1Lg+IWy2KUo2oUs++UNDOJ5xHa6mNhuA+p9e1pDnawURAGPo4byQynUHElByU9FV3YIH3s2vmoFZsCOgQp9JJWByVSGJGGI7otv/CAMfqEEabT19YHiVBXdnB/Iqzjc6v40xwv/vYnvLftatG5QqsBvSbvatJ9HLrmXo18dZXbRu0SuC+eKERe1qZ2mMPXpgzp3Hc5KG3pfE/9wjeRDaS3+xzmVK4rCi7sXkVp6kCpnOZXOYmyuMlzuChRPGYLqaNCmKugxGGKJ8OtB14DLGBScxNjwHoQaj9UfGv7rDg4p8p8eAWUJ9g7bluZltEjUABRue5bM/G9QkVEElUBtV3x9k0mr+BqLW0fywK8wBHv9zkyxE4mJnUgM4CrdR/H+jyh2/U6GexPphzej3zedQCGaoJAL8O92GxpTSJP7tDm0hAQ5m1z2ZyJKIn7BRsoLOgpcnkk6RE0HraawsBAAH59TZxQtLS0lLS2NyZMnt9kqYfA3YzaZqbF5HVEvHXMRAX5eV0hBEEAFj/Y6RItYm4hORBBEBFFEFCRAIDdvK+Xl/0H2nPqCkpb2I4fS38JkykCvD8HtDkWnK2hT3+uQ9AYi+08lkql43HYOpi4nz/YLLs0iDud/zf70UHTqKGLiptCp+xCkkwwlKR4P1elp2A7tIPzgKq5kN9Uvf4lVLiYIlSCgUvCjyhhFScRoykK7Y+0zBd+oJIwt+B8IgoDX/bj9vHUOuI/St9SXfwy8H42kQRK9k0aUEEUNkiihFXV8sfF9ftJub3MYsyiKvHH189zweRH/OfgkPkYLF/Qf3S7H4DewN5VfKeQuW0vg0J4kRPbHU7SWaxfeRZnRTGnNEdyufATVhSpo0ejCMGgDsRrDsfr3JNAYSKQ5jACDH7LiYWhIV/oHxCGdYign0qDjsNtx0nXOBv5hXvFWWdh8IeETKSz4lUqDk0h3HKrqJktMg+o0QuRQuo/5GcnQtGO1LiCRiKGvEwEorirKD3xOcd7PlHgOkVv2X4Q/PsbfZSHQZxBBnW/AFHle/bY2lwnjWSx62hr8QkwdouYM0yFqOmg1u3btonPnzlgsp84eunHjRoxGI8nJyW3en06n46GHHyIrK4tPPvmEiMQYQkJOfEo7eZhmeXk+5eUgis3fqA8fXsK+/a+i1x9BkoIJCX6Snj1vYM2af+NyL2h2u9ai0RpJ6nsxSX0vxuNxciRtJTnOX3AJv5JZPI9DS0JJiHuZTt2HUVqYSWFOKuWle7HZDyKrhxm5dwe+ThlfwE/1oVgKpjKwL5Wh3THE9MMvfjC+/mGn5V2kABqx/fwSsvU1XCz2ZfCIK0+6Xti+H/FUbEd1uRAMhjbtS6fV8cl173Ptl7fw2M6HMOvfZ0TP03MdLi2uYFeemxhBwvHv+8kBgjRgvkdiP1vQCYmE+vUkxmcSvQK68I/ECe3iqPru1kzWueyEyH9+xExQaAQuVcJRmtPibVxqNaHOYBInrgTg/9o77zgpyvuPv6ds37293jnuaEfvIiDNAooootEYjT2anxpLbFE0Gk1iiZpij0kUe1fsiCCgIkV6rwd3cL3f3vbdmfn9scfBeb3AHTjv12tfuzvlmWf22d35zPf5ltQ9b+OtXE/ytL+1WbSKRgexQ39H7NDfAeAt/I6KfW9QHlzN3sAS9uxainWzSJzUl7iUWXiVgdicHQ9IOJrEJFnZu760u7txQqOLGp12U1FRwejRrU/heL1eNmzYwMSJEzF0ovDg0qVLKSoqwuuN3OG0ddrrSAKBSH4No9FJbW0hlZX7qa4+QG1tPl5fIaHQRszmA6hqPE7nXEaNvArpULIwQQaOTsSCLJvoP+xs0voOorRsJPkHPwT2kFt6JTkFJiRDxIyuaiZUeiGL2VgD66hJGYZh9jtYU9LpXMaPxmiahiIIiFLX1KepKi+g2qqRZW99+tFkMBOSQfX5EDsoagBsZiuvXPwffvXOFdy++hZeNP+PUf2GtGnfUDDMtjU57FybT8X+IPhNdYVQBQLDLsBWvBxDOIj7ksuYd8opDBgyBKmJC3SVz88/1m7m+kF9SIuPJ6QolLq9pDnbVlH9vmW7eUnxIPgV3pnctr5rqkogGMDv96EoCnFxCW3ary2YDAaKhBjUmraLmoDgxy6n1b939r8EJ5d0qh/W1ClYU6fQCwj7yqja9RLlJQspVfewP/9/aPwTIarn+dQARCVYqK30N5maQqdr0EWNTrsRRbFNkU9r165F0zROOqlzd8kbN24EIDU1lTFjxhAX13IukKYor1iBIMDmLXMQfpKfQ9NMCKTicNzDlMlXNRJggiAhCF0jagKBMsorvqWm+kdq3Tvx+/MJh2s5UjQJghFUGxbhTGKiTiIpdShxSVn1GWrV9W+hZg3CmtL5KuNNoaoR0aj5/Lj37CQYDhAKBwmGgyjhAMFwkJASIBQOEVKC9Y+wEiKkhAipQUJKmJAaJKyGKag5CGbo34YyCUaDGU0QCPp9yI2yrbSPGIeTV3/xPy758DJuXHYDrxpfYUBG0xa9sqIqNny3mwPbK/GXSQiqjCYqyHYNjH4yhsUwZlo20SlT6LdsI9NVHy/PaNmZ+ceCYv4bNjJ/xVbu7Z3AE4XVlBrM/DXWwKXDB2OSW/77/eWQFF5aswvJKOELR8Ykd/9uyj66h2TvHiQthKwFMWghZEIYtTAGwpgFjUNycN24vzPm7Gsbte32uNn0+j2YPPmMveNjAFbNu5vE/IUIoogqGAhKNkKylbBkJSzbUC1xJIh2RHdRyx/8EQQlBaOx64TVT5EtCSSMvIcE7kFTVfasepW9gCGjq6V+1yDJImigahrSMcgv9XNEFzU67UaSpFatJaFQiNWrVzNixIg2TVO1RHJyMqFQiIsvvrjDbWRlXcj+/TIGOQ6bLQVHVC9iYzKJju6NwdBaeKWEKGrtqtIcDnuorPyBqqoV1NZuw+c/QChUhaYd/twEQcZgiMXpHECUYygxsROIiZ6ALFtbP0AXJe9rCtUfib39c/Vy/rxieecbNEOsR6T/oNarJpvqxiLoq6UNn0KrJMcmMO/cl7j8s8u5duF1A22spQAAdMNJREFUvDH7dTKSUgmFwmxdlcOudQVU5PnBF5EBglUjYZDMoHG9GDymT6OIsve27iQkyQxytP6dPik1CQ5UUe6I5vbKEE5RJE4Jcl8V/GnpBiZqAd44fQKy1LRPzYgEB5+M7s8vNu7lvHW7efrAW0wvfBO7aGFHzGlosgVBNiLIJgSDCVE2IxlMiAYTCCJj19+DEGzov6GqGssXfUjmyvs4hWIAdjw8EUkLMT68G4DvHechKAEMig9D0ItJqSQ7vA8bPsqIxudr2/SJGqghLAuYzMmtbut1V1BZtIP0/pPa1HZTCKJIWO4HhHAm9sy0A56aAEaL3OI0uE7n0EWNTruRJInt27dTUlKCpmlNPgoKClBVlQkTJnT6eCkpKfz4409Dn9pH3z6n0rdPxwoeCnU/E01TEISGPxlVDVNdvZbKquW4XJvxevcTDJajaUfO6YsYDE7s9kHY7YOIiT6ZuLipGI0dC+tURYGYle9TXbEf88m3Ye7bdRE+AEJVKc8Ul5FvOwXzoKkYJCOyaMAgGzFIRoyyCVkyYDCYMEpGZNkUWWcwYzSYkCUTRqMpsp3B3KCeUUsU5+/i450fghOKa/KJJrtLziczOZ3/nPlffr34V/z648u4Ycc5VAcGoWkmVDGINVGg1wQ7oyb3JyGlZevQiuJyZCzcPKZ1HzGrwYA9FCBbC9HXbOCukwcTb7NyxdLVVCka35rsXLBoBe+fMaFZq83JyU4+Ht2fG9cu55Fe04kPFzH28ueZHNVyPwsKDsL6ezA5Dls1t+/YTvHHf+S0wDfstQxnx4SH8ax9G00Q0SQTq8VhOMddwuRx0xu1t33Flwz++hIKzf2IDrbNaT5QHYl2M1pbt5p8+95f2b5wD4nZFs64+g+kZHXMupu/w4VoVHHGp3Ro/6NNRb6buDRbuzMo67QdXdTotJuTTjqJ/fv3I9QloDv0Az3yfVxcHAkJCcTHt73ibXV1NV6vlxUrVrB3714UReGMM87A5XJ1yI+mqxCEyJ10rXs71VWrqK5Zj8ezl0CgGFX1NdhWkuxYrb2x2QbgdI4lPm4qVmvb6ki1hqaE8BevwDt4AnFbVhC9ey2BA1fDPWWt79ye43hdTPP58A6YivX0W7q07abYsn4h1669E68JqItkXrJxPqu2LwQiIlnVItmbLUY7F51/LwZj2/xtKir2smzDi3xTuJyQFKBaKqNGUhhu/RzT9IsZfcbUFiPNfsr6gEI/2Y+5lamjLcWlXL1hN16jldMcZu4YN7J+3fszItaIZ9du5pEaG+cuWsn800/GZjSy+EAhw+OiSbQdtlONTYzijUwbV+TW8vt+v+EjTwW9WxE1NZVlpAG+vHWUFU1m+wd/ZXz5R6SKVnImPEq/6deDKMKUttUA91VHppw8sUPJKtzepn2CrhwAjFGt11ravnAPANWFHt6+90F6jUngtMvuIS65fXmtXN4VDJjzDt8uTkPWhuGwjyAxdTQpmUMxdcJHqyvQNI2inBr6j206FF2na9BFjU67GTduHOPGjetUG9XV1axatYqUlMgdld/vZ8GCBY22O7SsI340HcXrraawcB2lZRuprd1BKLQBiwXWrj2/fhtRNGMyJmK19cUZNYrYuMk47EO7JOJFU1WCpesI5i1GKVqPUJGDoboYk9uDRQMLEDTJ+GKT0AbPpvXCEO08fl2NGqEdF/vO8O3G+RFBcwQviN8ihDTQIqHlh9ygFBUGrBvF2AnnN26ojsLynXyz/gW+KfyBDURCoUdh4g8JEzh12LXEnJ0Mz51M1dYtiDOWtbmfvmCQ/UYrF1tavsv2BoOcuzkXUTLwcu8YzurXuAgrwE1jh2PbtJ0/lmvM/GY10bLEj7KVxG37+XT8EDJjouu3Te83gUs9m3nELXPWxkK+87pJ6Duy2T5YHdFU4WDsgZfI/8+XTNWK2NT/BoZcMJdoq7PZ/ZpD8dYAMLHwFQD8Pg9mi62FPSDozgXA5GzZQTx8RLj6dU+/xXfvP8z2b7bx6u2302dCOqdeeh/OuLbdGPQasx23G2RhKGFhKy5tIbWFGnsOyijeDGT643AMJSF5FGlZIzFZjl1m3+oSL57qAOkD9cR7RxNd1Oh0C7t27WLVqlWNlp999tmkpaURFxeHqqoEg0FEUcR8FO6yQiE/xcWbKClZT41rBwH/PhAKMRprDlVgQFWciHV5RFKSLyApaTYxMSfXl2bo8j69fQGGXd9gAkxA0CDid0ThT+xNYPAApOTRWHqfiTEmG+NRMmFrtZUACG20hnSWm675N9eHgghiJL9Qc8Jwx+al/HLDLYTDoQbLNU0jJ38Fi7e8ypKy9ewggEHTmCBY+VPqDKaN+j9i4xtOZeVP/CPpK+4l78u/0/ucu9rUz29z8wnJBk5vZYrKajQyRguwwmBnX23LOUmuHjEY27bd3FGkIWoql+Njvihx9urtzBuSyZqScr4qr2GzZCYoG3AGfAwqyeO1H7dw9eUCsX2angbLzOxD8W+WwUtjSFRL2WIaxYjLHmvTeTbFoOlXsUY2ES7dhRioYZypdTEQ8OYjaBoGR9Oi7hCuyoNUOePoN2kYhe4QJ1/4EBPnuFj2zl/Z8/0+9q++gX6T+jDhvN8RnzKoxbaUcDWSZGPaOc9H+uCvoTBvA2VFm3BL2wixg1p1Ee5ilX2FEmFvGjIDsNuGkJA8itTMUVhsnfMBbI6SXBcAKX3bLyp12o4uanS6hd69I3dev/rVr+jbty+yLDc5z2y1dt5dVFVVKip2U1S0lqqqLfh8OajaQQyGSkSxrlRA0IpGMkZ5DHZbNgkJI0lLG4vZHM2+/U+zf/9TpKVfgTNqWKf70xIhg4QBqDrjeswDf4U5bgRG4dhmklVy1gAg9Rt7zI4pG1oXiUZDRGQFQz7Kq3LYtHM+GwqWs6x2P3miik1VmSzYuSbtLCaPug5bfPMWgvQZv+PAtk9IXPsktaPn4EhtvXrSkuJyZEVkWkbrTqhvnz6BX3z9A3+pcmDcvJNrhzc/jfLLIQMYFFdKlMlE7xgnlxaWcPGW/Zy3N+KQm6yJnCeHuTArmckZabiLE3j1f5t45fU3uepymhU2ztgktphGER0swdO7Y/5kh3A4Yzlpzu/atU8wUIohLCBILftU7a6t5H+X3BZ5sy0SLi6qCqbev8aU7McY8GEMBRj/5IsM8e/BkWjHEmXHERuHIy4ZR2wSNmcCVkciwWA1onRYcJnMTrKyp5GVPe2IfnkozN1AWfEmasXthLSduLWleEoU9heJKL5UJK0fNusg4hJHkJY5GltUHEF/mO3LC0ns7SC5j7PdGcArCzw4Ys0YLfpl92iif7o63cIhsfL1119jMkXmHiRJ4swzz6RXr46HY3o8FRQUrKasfCMe9y5C4VxkuQRZjtzdh8NGwkoisjQAs2kAcXHDSU0dS3R0WrNtimJdFXDF1+w2XcZJv4WtXyOIRizxo47+8ZpCjeT4EJ1t94c6WmjBAKE9G1D2/Ih57wpIgHvznqDm4JMAJCoak83J/CHjdMaPvAajPanNbcdf8TLqs+OoefNq7Hd812oyuM3eAL00sLQh55JRlvlg+kTO+3oFD5SBtHkHVw9v3sowLPmwn8Wo1CQ+Nxr4JOcAZ2elMySx4ThEpfbjymuv59X//btFYWOxORg2dxlAl+cyagvBUAUmpfXPqkQOAybut3pwaEZqgkFqlBA1agiXqOI2CnyTkMX+mjKmuCupLavBVezmgLsINdjQv2fABUGMppYtLUaTjczsSWRmH460CoV8FOVtorRwIy7/dkLaLtzqCrzlQQ6Wg78qnYPf3Y4SiOQYMlllMobEkTk8jozBcZhtrZ+nu8pPVHz3+vX8HNBFjU634HA4mDZtGm63u74w5oYNGzh48GCbRE0o5KOoaCMlJetxuXYQCOxDEIswGiMmXlUVCIVjEUjHaDiZ6OihpKScRELCAKRmQmibQ1UjkUyiePT/kKy9p+NKiMe0/D9o4+5FkLuhmq9Sl7jsKE2xtYQWDuF98kLEqm1I1CIb/RjrhitFhQukJMzxGYxKH8/IAbNJTj2pvlp7e7HGpZN/yp9IX/4H8j5/nN6z72lx+40mB+lK2zPVmgwGPp4xkdGL1zC3QuSk4jKGJrctZ8uA+Fjuim/a90JRFLZvy8EpminatYt5c+8DIMaqYjJIGE0yJpMRk8WEyWLFZLVhstkx2qMwOaIxRcVicsZhjknCFJ2EyR51VOpKFRgOQBsC3wp9bsDGb8aMxSw37SE28pMlxKdl8MvzXmuw3FtbhqvyIJ6aYny1leRX/RWjmtnuvhoMFjL6jSej3/j6ZeFwkJKDO9i5/wLMMflE9/mOih2zSMhw0GtwLAe2VbBnTQmCKJDS10nGkFiSspwk9nZgNDe+tPrcIcz2Y/+b+rmhixqdbkEQBKZNm9Zg2bZt25pM6qeqKtu3v09Z+Vr8vhw08uumjiJiKBiyoZGMQT4Zu20QiYmjSU0djcnUsiNjW1HVSFZf6RgJDOGsJzC/fjWuZX/AecYzx+SYR6LURJxCj3XUqaaqeP96GlZtM34pg5C1D+G4LMS0QUj9xyH3G8NDhq51i04/4/84sHU+iev/Qe2Y83GkNR1GrtYJ73Kx9b9MVVXZU1HFj0WlbK6updIcsUpmRLctk3BThMIKC9ft5tN1uazeX4NXMHF5/i6io+2EKiIWRKvNQqxNIxAIEvD4qK1SCYY1AmGBgCIR1poT8xomScUkg8kgYDJKmMwGzGYjJosZk8WGyWbDZHditEdhtEdjdsZhik6ICKOYpEhunA5SGvBjx92soGkJqyMBqyMiFFVVpeibBzFrXRPOLctG0rJGsH23BUEQmTT7crZaJHLWl1Fb6afPyASGn5pOOKhyYHsl6xbkEQooIEBsio3EzCiS6h5xaTZ8tSFikroi+5JOS+iiRqdH8NFHH+H3++utNkdSWrqVktJ7CYWMqFoSsjQQiyWbuNhhpKWdRFTUUc5JUd+nY3OVd/S9gJrkuYjbP4d2ippwOMSaxf9CC3kRREPEn0E2IUgGBMmEIJsQJRlRMiJLBgQ58izWPUuyEfvO5ZAApS43xrCAwWjEaDJiMBjqsxp3NZqq4n1kJjY2402/Gut1/zoqx2mK+MtfQnl2HK43r8Z+5/ImrRaiIGALBThdbii686tdrC4qYVNFNbu8AXIVKJJNBOty8xgUEeo+st0l5Yzt3fYs0LVePx+t2M6CzQVsKlPxaTIWIczweAPrKwR2D5rDa/ddQkX+Ad689zYKyoOMuWIu/cdNbNxYOIDiriRQXRp5uCrw11QScFUR8NRGHl4vfq+PQCBAwB+k0uMjEKwiGIaAIhJSmx97g6hgkjRMBnCLVnKistnV/2a86TF8tvYjnLJElCzjNBhxGkxEGcxEGSzEmRxs9qjECJ42fy7Nfl5VBxAlDaup+ankDiGGsEs3kp41krTrNMoO1JKzvpS960rZvrwQk02m76hEZl4/DGuUkdI8FyW5tZTsr2HXqmI0VUM2iKiKRp9RRy+7sk4EXdTo9AgKCiIOgrm5uYwaNapBFuJDZQtSkh9kxIiOZxXuMIccdbWjU/+pKZS0Udg2ftXu/Q4c3MKEVX8FoFayYdBCGNQwUntqVyVETrXqzJk0J+Ryb/49M3/3f+3un/d/t6MVbQJ7MtZbX68XEN5//BJbeBWeuAuxHUNBA2CNSyN/8kOkf3cHeZ89Ru/z7m16Qw22BxR+tegH8sIaJZIBb52FQlQl4hWBDEFlolFlWLSRk5LiGZQQx/cHi7hqbxEJbchCDPDmko28/WMeO6sFwkhES2Gm9DJz3thMZowegCxLPPzS5/x3TzS/+PM7vPT7c7jyiWd57Q838+k/HmX27U0IG9mEFJ2CNTqlw5maFZ+bYE0pwZoyAjXl+KvL8buqCNTWEPDWEvB4CPq8rN9eQVB1scl8NorDQY27DI9mwouFcIP5KAWoBrJ4IKm4xWMHJAmz1vJNRVXpDgCiolvPi9NWwiE/ohTGYIiMnSAIJPaOIrF3FOPn9KX8oJu960rZu66E7csLsUYZ6TcmkZNmZWJzmggFFcoP1FKS66Ii303WiO73UzvR0UWNTo9gxIgR7Ny5k5ycHIqKiujf/3A0imyITCMpir+53Y8qQp2o0bRjVyRPMEcjqh0vhbDzV58zcODh2kSKEiYY8hMOhwiFg4SVIOFw3UMJooSCKEoIJRxECfoI55biHpuAEoisc63fwIAvPkGqs1qZ22Gx8b37MGreWvDXYFPXRRbWgFJ2ECmpN57nr8fmXoTHOgPbzS91+Jw7Q/pp13Jgy0ckbfgXrjEXEJXeOFrJqYbYb7DgCvpIE1RGG1QGRUmMSYxjVHIiZkPTf6enZqaTl9k2C83egjLu+zqfRKPK+dkOLhzfn5OyezUKc7/vN+eQ8tEyHl0V4rRHvuLRWf244vFn6oXNubfdw4CTWy9L0R4kix2LxY4luWnRsGDhd9S6alG3/5vU5ER6pTio9CpsmBXJUKyqKt6wn+pgLdWBWmqCHqqCXtJssYyKP6vFY3sMZuJa+f3V1uwHwJnQNZmoAXzeSMkQg6Hx1KEgCCRkOEjIcDB+Th9Kc2v58fN9bF6aT0yKjaFT0jAYJVL6RZPSL7rL+qTTMrqo0ekRTJkyhYEDB/L88883ykljqKuFFA63nPPjaCHWlUZQ1VArW3YhgojQAU0j1OXU0dSGFwBJkrFIjS0Fqqry4+4Kyku9SLKIXPeQ+orIksCOXRUEl+4nPd9MVUwclTNnMerXv+LUPplt6o8WCmLZ8TgAAa+VkGgkZOyPVdwGgPeNB7CWvI1HGov1znfbf8JdSMIVLxF6+iRq37wax10/NJqGWjl9PKIgYDhKU3AAry/biojGp78/neTYqBa3veaCaYwbksfvXvmBG78s4Ord+dz8xHO8dtfv+Oyfj3Hu7+9mwPiO11JqDxVVNWx7+XEEQAScyam4VBXHEekIRFHEbrRiN1pJb0eUmtvvJ2g0kSC07KTtdReiAc64zA6dQ1OUHtwKgMHYsn+eIAjYok2UHXST2j+aQaf0zDINPwd0UaPTY/D7I5aYQyHehzAcstSo3WOpQThc++mYHVKM1PBtSxHNwpIcctd/hCAbUL2VZHG40nZzFFX5+OSbXCrXluGsbv4OWBFA0sxUJwzi3I/uQ26lPEATZwKAN+0qrNc9BUDozQdhzzYC38zDsvspfEo/rA8sPCoROO3BEpNCwZS/kPbt78n75GF6n39/g/WtVdVuibJqN89+vgajLOK0Gom1m4lzWEhw2kiItpMYbcdkNPDVrmr62WlV0BxiaHZvFj2Uyq1Pz+flHBuu91YQPe4i7Kvf57N//Y1Zt2gMnNhyNfGu4GBBCQKQ+aubGTZiEH0z0nji642kSp2/xOSWlwOQam9ZWHi0rxAkkKSuizDKP/A1mCEhtZWkfyGVr/6zBUkSOPO6oUjtzGGj03Xookanx3Ao8umnIdeybEbTQO226ac668cxnH5yqQaigXWvXQWiREi2okpGNNkMshFEA6IkI0gGBq17lomBCgKCAZMWwi8asUU1vhNWFJWv1xWy/rsC7Ps8CIDax0avOVkM7BdDWFEJhTTCYYVQKPI6K8nGpr/OpyokdUDQAJIUcUU6QhBq7ioArLv/iS+QguXB7xC64OLXFaSdejV5Wz4kedPTeCZdiS0ho0vaXbwxh1e3tmxplFEIY2REcvsc0o1GA8/dfiE3PPk+HxTaATNjes1k8sEFfPF0xEp2NISNzx9g9drNWK0W9u7eB0C//lkM6BP5zAIWCV8XONfvLImImgEJLZdKUfF2uSt/ILQfQiOJb2bK7RDfvbebsoO1XHDHGKxReth2d9Iz/kl0dFpAEARUVeo2S41YL2qO3fTTGvtgSqKGYK/cjYaARfEiqyFMih9ZDSNqCrIWxqiGMGph1qdMY/T/fYKmqhjQyBQPC8N9JW4+X7wf74ZKHG4FwSljODWZc0/rTa+41sPetwgaakcvFz+xMmnBAOa8V8EIfq8T073fI7RSQ+hYEz3nMUwvn0L51sXYTr2mS9ocmZUM5PPg6SnMHj+Isho3ZdUeyl0eKmp9VLoDVHsC9Et2cvGU9metFkWRF+68iPcXrqK8xsPfNyShpM1kWuECvnjqb4DGwIlTGuyjhsMgiuz9cQX7N6zFZHdgjXJij43DHhOLLSYOR1w8xp9MB69as4UfvlmKd+sKrCH34fYQ6JUemXap8kd+KzkoDFm+FaskYhEFrJJElCxyTkI0V6QddppdXlXLQ3sLsUoivc1GHuqXRowxcnnKdbmAKAYkJ7f4GSjeGERTNTt23ItscGIwRGMwxGEyxmEwxmMyJmI0xiG2ISz/EJq8H5MwDYC8bRX4XEFko4RsEJGNIrJRoiinhu3fF3Lq5QNJymqbhU3n6KGLGp3jAk2TjqmoaEC9T82xm36qienNuaOeZ+8p2diNrefHGV33LIgiEhAMKXy2Kp8dywtxHvChiqBmOxg0NZ1pw5LaVXhTFAU0OmZOjwhSoM4fyfvPS7AZI85C8u+XIUb3vBBXR9pAghgIFW1r9775ZVWs3VPI5rxy4h1mbjznZACyeyVgEsJsyivnqukWYh0WstO79txFUeTimZGopxj7cu7/XiOUcjbTixbwxVOPoyoKgydHyiUse/0l1n/xMY74BPzuWoK+lrNlR6YGBYZMOZUf91dgytuEFRVXbBbTLr2CWlctdruN2LpcPDnVXuQ9Ndj7OJGMUB0KU6ZphDWNsAYbXN4GoubZvFK2uH1IwOoaD99Xu3lxSG+SjAbyvQGsohebqeU8NoKxCtEYoLCoLb5ZIoIgIQgyomhEFA2IohlJsiJJNmTJjiBYkS3l2KU+VBV7+PyZTc22NmRyKoNPab18hs7RRxc1Oj2OTz/9FIPBgKZpqKqKpmkkJYtox9JR9wjqLTUcu+knsc4yorYnFBvYdrCahd/kEd5Uhc2nQrwBy8w05pyaSbyjYwnSRBHUFkSNpqqABqp6OKePKB6eUtKE+uU23zcAhC79BkNq14XediWiJFMjJyJU7G3T9ut2H+Sud9dS5BXxaYf/UkVczJlQQ25xFZtyS5A1hV1lx8bZ/dJzJmGQV3LXUompp1yMecV7LHj271SXFLF50Vd4qisRBAFXWaS+VELvPpx7+1w8leW4KsrxVlfhddXgc9XgddUQ8Hgo2LWdbZu2gtuDN3kADz71ZLPH31vpRd7n5onTB3Fu38QG6wYv34LhJxa8ylAYgyBwcNoIbt2Rx7vFVcxeX/f5WxNILCvkL9dcQsgWxbUP/JWMhMaCUA2JyKHxTDn73wQCZQSD5QSDZYRCVQSDFYTDNYRCNYQVN+FwLUrYg6J4UFQ/qhokFKomGCxH00JoWt13Gqio/oTab6ZijTLy6z+PR9MgHFQIB1XCQQVN04hLPTpFMHXajy5qdHoMiYmJDBkyhHA4jCAIiKKIIAgIgoAsm4mN657qtsIhR2H1GIqauj99pQ3WIW8gzPzv89i/opiYwgAYBLTBUYw+NYMJA7vAGiA2vAAFN3+L/N55iHLkT7+piSlNhYAST0hOw27Q6n1qfMMfQMqegHHAsSuW2RF8tl6Y3AfatO2uggr2eYxMSFSZOjCB0X2SUVSNS17bysQnltdvZxYkBiQcu7IXF501gblLPsEnmrn+Hy/wyu03sPL9t0AQGH32HKZefg3L336VNZ9+SFx6OjHJKcQkNx+1M/fyK4mvKsYKBKNb9m/ZXx0Rb/1jGmfF8SgqWZaGArtWUTDWfc+eGtSbM+Oc7PH5qQ4plFdVYS/zovYbjHPTasprXI1EjaqqSGY/JjUJWXYgyw5sto6L5pKShWzddiMARnEiu1YWM3ZWZn35A5NelLLHoo+MTo/BarVy0UUXNbluxcrnsFraUEjmaFAf/XTsRI1UNz3UFkvN0y9vwrGpBlJMOM7P4PIpvYnqws/KKHjItGzE++p6ALSibRhlDY/tDHCmIhyy4tTffQto5buwBX7ARDlBnxWpfyRniuWCO7qsX0cTNaYPjtzNbdr27LEDuH/hQfonObj+7HGR/VWV60blIQgwtFc8Y/qnkhYffRR73Bivz09YlIm2SkTFJ3DVP15g2av/ZfKlVxKTEsm6O+XXVzPqrHOxxTRdZ+oQSljh/eQ5XJzq4+zxgxk6pF+L2xe4/GgC9HE2FjVBVSP+Jzl93IqK5Ygp0bMTo49YmwYnDeXNhQsp3rSatPjGgsrrKkaUNWzGrindGfAczqeg2uZhS3YydErX5v3ROTq0S9S88MILvPDCC+Tm5gIwZMgQHnjgAWbOnAlATk4Od955J8uXLycQCHDWWWfxzDPPkJTUfE6CzMxM8vLyGi2/8cYbee655xos0zSNs88+m6+++or58+czZ86c9nRf5zhGFE2o3eRTI3ZD9NOh6ae2WGrCnjBVaSb+eP/R+dPNsK4iy/QB7D+8TA0LmH71CHKvZhKdBdzwaBqMvgLj7GNfv6qziEkDseV68VbkY41rOXFetMNKhjXMqtzqw/uLIvddPKX5nY4BhWXVACQ4I47YUfEJzL6jcbZkR1zrWW6Ly6sIS0b69o7hlAkjW92+pNaPaJQw/iS0OaiqaMDyajdTV+/AIUtEyRJlwTAZ5pajhmqqKgmLEglRjZ1xayoj0VdWR9f4tWT0OQuH8zsO7H+PcteznHLBiDZV4tbpftrl/Zeens5jjz3GunXrWLt2LaeddhrnnXce27Ztw+PxMGPGDARBYMmSJfzwww8Eg0HOPffcJosUHmLNmjUUFRXVPxYtWgTQ5B37v/71r1ZzduicmAiC4dgmv2tw7Obz1ATbUbW5PdRPP7WhNEPMXg8xBQGe+O+Go9IXQ1I8Ac2Oevu++odwX37zggbAUHeHHmrZAbWnYs0YAYBr3/o2bT8uw8G+WhGP/+h8HzpCcXmkMGliTOf9PQ4W1eWKiW/bFHClO4ixiSkaEUgxGbCKInn+IBtqvSypjGTtHWpveWrOXV1FwGpv0sndUxsps2JzdF3dp5i4NBxxMrLsIHNgE/W0dHok7bLUnHvuuQ3eP/zww7zwwgusWrWKgoICcnNz2bBhA1F1SvrVV18lJiaGJUuWcMYZZzTZZsJP5kYfe+wx+vbty9SpUxss37hxI3//+99Zu3YtKSl6tsafG6JoQFO76YIhSIQ1qPCWkKgqSKKEqoZ5cMllfFKwjXNTBzEtfTKyKCNLRiRBJjdoJCglMcRhRxQlZEFCEmVkQUIUZGRRRhJkZElCEuS6dQYkUUYSBcJ1jrVtETVCrBGtMkhwv7vVbTt0+qKMioQY1bIfRQMOXXiUbopY6yTOrNFoQKBgM5w0u8lt/P4AucUV7C2qwh9UCCPx9bo9nH/KkGPb2WYoqXQBkBzX+TDjwvJqANKTWp6mOkSNJ4SlCVEjiyIbJnbs8wm4XITtTZ+L110EgCM2s0NtN4WmaVRWfEtMzMR2hYHrdC8dHilFUXj//ffxeDxMmDCBnJwcBEFokA3WbDYjiiLLly9vVtQcSTAY5I033uD2229vYJHxer1ceumlPPfccyS3kqvgEIFAgEAgUP/e5XK14+x0ehqiYETVukfUfFeyg7/kWyH/ORwrn2dsbBp7XMXkB8Kkm0x8XridTwp3NNovaMqmJumPRywJ1z0CjbZtTDQAstC6MfXGRybx6LNrofjoWEU0yYDY0civo2TJOprUVFdz74vv4AreQ9WaWGo3f4yqaiiagAqEVY1AGDya3CAqzCyEMco9J5NsaU2k8nVqQnSn2yqqiFhTeqW0rSCjxxsiPqZrnaJDtTVga9rq5PcWowlgj+q6sOpt22+jxrWBgdl/7bI2dY4+7RY1W7ZsYcKECfj9fux2O/Pnz2fw4MEkJCRgs9m4++67eeSRR9A0jXvuuQdFUSgqKmpT2x9//DHV1dVcddVVDZbfdtttTJw4kfPOO6/N/Xz00Ud56KGH2nNqOscQTVMJh92EwzWIohFZdiJJZgoL36Oo6KNGSdvcnp0YTYnNtHZ0yYweDMDstCEoip+NVQdIt8Zy55grOb3/FdQGaihyF6CoQRQtSEgJcff6D8mv/JH3BtsIqwqqqhDWFFRNQdFUwloYRVVQNRVFVQhramSdqqKioSKSbLaRbGtb9JIoi2hKxwtgtoQgyoh0JEePcFxaat798msWVSUz1ezGZrBgNAhIooAkRJ4NkojdYiItxkJGvIOsxGgG9oon1tHR+tdHh7JqLwY1RHRMdJu2r/UFGPbQYhJFH6mGADaDiM0oYjPKLCsMIwlmnFFtS5To9YYIJnXx51Fbg5zc9PSSP1CGgrFd+Zdao7LyBwCSk9t+3dHpftotarKzs9m4cSM1NTV88MEHXHnllXz77bcMHjyY999/nxtuuIGnn34aURS55JJLGD16dJu/aC+99BIzZ84kNfWw2v70009ZsmQJGza0z19g7ty53H777fXvXS4XvXp1jWe8TvtR1SCbN/8fXl9eJFdE2AU/iewRRSNq3RRTcvKcBuvM5lSSkhpOfx4rnOaIH8EZvWdyav8rG613mJw4TA19DUYk7KWwfDFj43pjlY9+2nTRIGCvCvP3W5bWL/OlW/jjH8a3q53Aju8wvXsuFYaRBKVYECXSvItAiOSjaXd9pmMYBt8VqIrKG9uDzIou5p/33Nnd3ekUZTVerKiIbSzAmVdcDUCpaiE6HKAioOHXNPyailcw01du2/SmpmkIfoWSHZVMfHE5Jklk/94qRgxOIDXeitNiIM5qIN5qJNFqItFmJNlqJMlmauRYfCSSuxazM6bJdeFQBarQtZah2NhJlJR8SjtdT3W6mXaLGqPRSL9+kXC+MWPGsGbNGp566ilefPFFZsyYQU5ODuXl5ciyTHR0NMnJyfTp03q+gLy8PBYvXsxHH33UYPmSJUvIyckhOjq6wfJf/OIXTJ48mWXLljXZnslkalQYUaf7CAYrqKj8jsTEs3HYh2AwOJEN0RjkKFQ1UCd0agiFXcTFTsHpHNndXa5HFiNp4kPt8OkZGJPFV2isKt3FaantT3vfXmbP7MsSZz5mVYtMlawqx5Lf/uko/5bFmABLqABFkxE0hUphAH5rP1LbK2gE4bibfvpu5XIOhGP41+TusQp2JVXeEHax7da7rMSIv8ptw43ceumvO3xcQRAYPSqZ3BI3NbVBAt6ItW7T9jKaz8lbhywgGkQkg4TRGHlYTBJWk4zDkI2tAB6b9wU2m4lQvJ3seDuxFgulmpdYuk7UVFWtqhM0EX8+neOHTns/qarawHcFID4+Mu+6ZMkSSktLmT27aUe7I5k3bx6JiYnMmjWrwfJ77rmHa6+9tsGyYcOG8c9//rOR47JOz+VQ5FBa6q+IjT2+8j3IYkQch9sRfTUxaQj/AtZV7DmqosYfUpj47+X4fGEEEVRFo09qFI54OKm4/dNRweTxsP0pwpd8TGL20E72ToBjWFqiK3jj+10MMcCo8V1T86k7qQlqREnty0gNIHVBgOlHF49p8H53SS3XvLKG/CofdpPMPecOIi3RRok7SLkvSIUvRJU3RLUvSK0/TK0/hCeg4A+GqXEHKa/0YYjKJhyU+GGnSihNIpxghoowUAsxjzNE20xC6Q6ijDaiTXZiTFHIzTj4+sI+Fuz/ho0HPuRklhNQRUIYCAtGNMFEihDJtJyRcR26peb4ol2iZu7cucycOZOMjAxqa2t56623WLZsGQsXLgQiwmTQoEEkJCSwcuVKbr31Vm677Taysw+Hfp5++umcf/753HTTTfXLVFVl3rx5XHnllY0qAScnJzfpHJyRkUFWVla7Tlan+ziU4+VQxevjCaNcZ6lR2uLgG2GAPQZNMJBbW3K0ugXA+lIXlQVuopKsmEwSZQdq2V5Vxhi/hKS0/w5TMEQEnPfDu6m1pkaimAQJzRJL2tUPIbRxKiPSmFBf8+l44ODBPL6pSebRkVXtO88eiiuoEWVu+1+8JEfOOay0Xwi1xoAkB8vvPo3nl+3l71/v5o8fbOHU7ARe+PVozMb23VurqspFi7eyMhRmft8YKr1e/q/MzTZhOLO2BYg44lcCYMGHBT9WIYhNCGETFXLDTqpxoJIO4q3ESRoJkhct7EZTvQhqgPyQhYKgQqXSl4Ubn6N/TH+sspUoUxROoxOnyYnD6GhWNOl0H+0akdLSUq644gqKiopwOp0MHz6chQsXMn36dAB27drF3LlzqaysJDMzk/vuu4/bbrutQRuHpqeOZPHixRw4cIBrrjn+745+TtTWbufHNRFrmcMxDOHIhPkNHH0FVLVOEByHoqa+z+1IvieJIpIhgfy6/BldQYHbzxMr9uMNhfGFVIJhhdXrI074D80azPkDkijzBfj9gh14vy+mHTMP9TgGjaL0m7GYgkUQLERAIZpIckzX3l8R1R7rjSCCcvz41Ly9YAl27MyeOav1jY8DFEXBH2q72cVokBE0FX/o6I3ZjdP68cux6Vz18hqW7ipj9F8X88wlozh9UPMJWn+KKIrUaGBQNE7uG7mx3RZ0s89VSE3QS03IR3XQR00oSG04RG1YoVZRcStQq0BvuYbBYhXxJjMf16Ywa9QT9HM0dMhfsH8B/1p+L+FVf26xL3aDHafJSZQxCrvRjlEyYhJNmCRT5HXds0W2YDPYcBgdOENG+pcIpCT2QbTZEG125JhoBOPR9737OdAuUfPSSy+1uP6xxx7jsccea3GbQ9mIj2TGjBloWtv/gduzrc7R45DVxWRKxuEYwqECcPX8ZJyio8fhsA8+Rr3rOqS6OXWlnU6vDksapd78LunDa1sLeOCNjQ2WacDQYQk8NmMQwxIi1ZETLCZc/hACICOgalp9Ir+2YIqOJfGP3zRYVrF6CXELzkcNtd1SBURETXflFmonAb+fd/dbuDClDKuzHfl4ejCyLBPTjuukKIoYtDC1vqOb4DTebubzWybz1uoD/OnTrfzm1bVMHZDAi5e13WpToyhYjvh7cRjtjIgf0K5+3LL+a9AUelsbOx/PzJrJzKyZ/Hnln3l/9/u8cPoL9IvpR02gBlfQhSvgoiZY0+C5NlRLSAkRUAJ4Qh4CSoCAEsCv+PGH/XhCHtwhNxcvDZGxUiP3J8cUnU7k2FjkuDik+HikmGgEUQItUtRXNJqQ4uOQ4xOQHHaUWjeq14MWCqFUVhGurECy2Ui8556fdZJa3Xam02GMxojvVPaAB0lImN7NvTl6HHIUVttZJiHZnsmugvf5rmQXU5JayL7bBpbkHLZuPnbFaDQ0jJLIL7IbT83mFLrIqvtP+3JpLlpQJeALEwwohMMqobCKpkVuDjQtEvHDEe81TUNTqauSDsmVuVwsQDjUzqmk48hSs2DRAio0B5fNGNjdXekyXIrEIFv7Lm6pko81BcfmpvHSkzM4e1gyV778I9/ubpvV5rOiKu7bdoBSi0C6r3O+LuXBIILqI99TRpotDqPUWAGeknoK7+9+nwO1B5iUPolkW9vypDWHpml8+dkUylN8nPTca6heL0ptbb0oUcorCFdWolSUE8zLA1WNWL0FAc3vJ1xRgXpkzjWDAcFgQI6JQQsGCVdVkXjXXSD/fC/tP98z1+k0ghCxYOzPfZb8gjexWrPIHvCnbu5V12OUIn4mwXZaHW4a+ktuLnifF7fPZ0rSPZ3qw12n9GXpqnxkq8yvBrecUTvOaeFgaQAVjbz39jdarx5hUdMAVYgE19cvFSKvtbrXPlGDOCj3uWlb6rUjG+p6/4yjwevryjnFqtJ30Ikx9QRQi4lEe/tEzWWZNthvZ/5/vuP83x792lXRViOf3DSpzVab63bmQd1ssLmT1ogEkxnNZ2fCuhLQChA1H8OM1XxxytnIYuQgJ6WcBMDmss1cOujSTh0PIpFhfbZEblB+XPsZssmMZDQhGmXSTjuZ1L7DW21DDQZR3W4ku73BlFXJY3/DvXQpws9Y0IAuanQ6gSzbSU29mGCwgoC/iPzK5aiKn969/w+rNbO7u9dlmOSIqPGH2xciPS15IPGx09he+kOn+zAk3s7wYYlsz6lsddvXfzmSRbkVxAahr8WEw2HEbjditRqwGCXkFnKBNMWerWvgAzC0d8pfEHu8qFHDCv94aR7r/Km8eGrP7mt7qKqpJSQaSIppPa1FTW4R5Rv24c+v5oyDDlRBRNwHKxbsZeLMlqtxdxWHrDaznl7Ot7vLuOvDzTxzyehG2z2amsTz+4o5aBYoaqIWW3v4x4jTGJ+/k/2eakr9XpZW1rIpnEX6sk2MMhxgweQ5RBmjkAWZPdV7OnWspkh45JUG77enW0hd3HqtMdFoRIxtXK4imJeHISOjq7p33KKLGp0OIwgigwY+AsDevY9T695GYdF7BALFjBw5r5t713UYRAMy4A37273vlLRJfLRlGSPenIos2RElM5JoQpYsyKIBSTRiEGVk0YgsGjBJJiyylXtGXMLA6IYWGVEQfuqm1CSZTivXjei6bK5lWxbTH4hJa+cFThR7dPST3+vhzmde5/OqXtwzsJwZ0y/v7i51GQcOFaCMc7S43f7PViJ878UkGjFodlzx1WT95lRW/Gcrfb8tZJ3VwJipvY9Fl4m2Gqn0BDFKIjef1r/Jba7OTuHq7BSGfLEeYydDrSVR5JKMwz5+pf5a/p2zlpeKwlSGD1uB4ixxFLoLO3WsIxmwbQsBn5ug30PQ7yEcDLDtxqvROmF5Cuzbh3/HDqLOPrvL+nm8oosanS7B44ncySQknEVC/Gnd3JuuxyiCP9xOR1ngliGz2Fa1h4CiEFIChFQ/IcVPWPHjD7lR1BCKFkJTQ6haOFLfKlTKv2Qjz46/kec2HMAXUjHLImUufyPn66PNno0/MGrnP/gx7hzGpWS2b+cebKmpKC3it89/zlZ/Es9PCXP22Y0zRfc0fEGFnDJ35FHqZm+ZmxpfiPNGpHHeqFRM8uHIwvziCgDSE1suQOlZXYwoSqTfMARjtJ0MZ6S20pTbxvHD46tIW5DHDqeJQSM750vSFhZsLcIXUrhxWl8GJLUsxryCRoLYtZGUiWYHDww5lXlFC4k5IhvCSckn8fm+z1lVuIrxqe3L0N0UkiRjtUdjtUfXL9tskFGiOn4jsv+8OWihENbRozrdv+MdXdTodAmHnIZjYsaTkvKLbu5N11HrdbNsy0cYBI1St6fd+8eZ7Hxw+h9b3/AIhr4xGV/Yz59/yOG1L3c3WGeIOnZhn/m7NxD/8a84aMhk+LX/bn8DgtQjk+/l7N7G1a+uw6s6eOfCZEaNndDdXWpAtTfI3lL34UdZ5Lmg2levaRMcJvol2JFEgT98uJknv97FNZOyuPTkDKLMBgrLIwUoM1Jbrh0mKCKKTSGqd0PRYjLLjPv9SWx64kei3t3NfpuBrP5HNyrso3WRSMEbp7VuEQxIArsEheu/34UsCMxKj2VmZvs8vpptW7CRZDj8vb1n3D18ue9L7vn+HhZfuBhZ6vrLptnlw53V8WKcWihE/O9+h6MNhaNPdHRRo9MlZPW5NTL15O86M213EQwrfL9tMbkHPyTJ+ANW2Q+qg3xP03VnuhpBMBBQguS6IiLqnVtOwWIQ8YVUekd1bX2b5ijL3Y75rfOpFGOJ/79PMVtbvnNuErHniZqVPyzl+s/LSJQU3vy/MfTKbHqaoyvYX+7hmx0lnDowkb4Jh6tLq6pGIKxSdYR4ySk7/FzujjikiwL0irXSL8HOrGEp9E200zfBTr9EO07LYVPC3lI3//1uH//4ejfPLdnLpeMzKCtxI2kq8bFRLfZRUiXUZtxu7FEmsm8axb6n1xN+eRv51w8nvXd0pz+X5thT6sZikLC3IWFgXBjKzAIfB70gCizd5u4SUVMd8KCKdlIsh6dNnSYn1w6/lv9s/g+Xfnkp78x6p0sLZwJYa0P4mvCTaQ9y0vFf2qMr0EWNTpdQkP9m3avjMz+Cpmn8uHcLW/e+i0NbTJy5nBg5Do98AYMGXYov905qQsfm5yKKRgJKALssgiQwPjX6mBz3ELU1lQRfPZ+QYMV27WfEJrQcbdUs4QAYek7l6g/nf8A9qw2Ms1bx/M2/wBnTNXf2R7Iyp4JL/ruKpCgTJa7IdOUXW4p48NwhvLEqj4XbinH5G4a5G2WRPvE2+ibaGd8njn6JEeGSFW/DbGh9iqVfop2/XTic22cMYN4Puby5Ko/agEiU4uHg1s2Y7XYMZjOy0YQUkDAnOJCMEVEkazLhFnyJ45PshG4YSeHzGyl6cTOGm0eRlNIBgdsGqr0hnJa2/ca2zDrsRDzoi3VYhK4RGTtdkQzgmT8R8TePupncmly+zvua6R9O57nTnmNgXNeE/wcDXhxejdqEjokSTY1M8ba72OwJii5qdDpFZdVKPJ49lFdEqkMbjXEczH8dUZARBANmSxqxMU2b90OhampcG9E0hVrXVrzefahaGIMcRXqvK3HYj37OkLyyYpZseAfNt4Dejr0ky2ZqtcnEZlzMqX2mINbN28uCGb/ibXf7gXCIXeUF1AZ8OIxWYix2os12bEYjothYAKqqioCIN+jDEdbQ1GOfaHL7Ow9wslbMqoH3Yt25kuIdK1BVBU1R0dRQXTIwQABB00BTESKJblAFCU1TqfEGme6vRgt5EYo2QeJgkLqnMKCmqvzzpXk8nZPMxYkH+etNV2Mwdk2xW0XVqPAEKKjysb3Ixd8W7AQgI9bKg+cOwWQQueaVtZz33A+kRVu4amImqdEWzAaJKItM3wQ76TFWpCa+C+0lKcrMPTMHcuOpfXnhk1Xk/rCWDx5+o359dtRJjIyL+LuF1RAKYcyijZCl5WnVlPQoQr8ZRvX/trD/uQ3It44hLsHW6f7+FF9IITGq/ePiEyC1nRF9zbHHXQnI9LU1tsr+fdrfeXzN47yx/Q0u+vwiRiWO4ncjf8fJKSd36piVxbkAyBYrAZ8bk8Xe7LalB3ex+9tPGX/xrciHwhGVOmvoUZgWOx7RPwWdTrFjxz34/Yez5u7Z+wiCYETTQoCGIEiMGf0OEQuOhlZ38QPYtfsh3O7tTbZbWPQe2dl/QRJNmM3pxMRE/ji83jwqKpahoaJpYTRNBU1B0xQ0TUXj0GsFNBVVCxMOVSPLUZFjH87Awqa8fTiFtaRLCpXmkZji/8KUQXMwNGFdMAhmgmrbop/WFezhrS1f8WPpD1Sru0BonIBOUyXQTAiaEUEzgRBCFd0IYmTqIXdPKruK80GMCJ2uNne3hLVyGwDjdz4COzvXlqAE4cUpIJshZSRkjIfRV0Bc3853tA34vR7ufvZ1Pqnsxd0Dy7j+it92yR2tomp8uC6ffyzaTbHr8PfirCHJPHLBMGJth32fHr1gGAl2E6cOTOwS8dIaUWYDd188GfXCidSUFhP0+QgF/IQqffBZpK+CWcKf4MMXDpB+xphWWoSMvjEELx+E+NoOdjy9nlF3j8Nm7xpheIiQohJna3+bIQliuig3S67HBcSS7WzaiveHk/7AJQMv4falt7OhdAPXfn0tNoONKelTuGXULaQ70tt9TF9tNQCJj7/JvsffJChB0CgQNImETBIhk4xiMiD7QyTne4nTYMULr+NJiUKxmsm+8S4AhC4Sdsc7uqjR6RSS1NDHw24fyMnjvgDgYP7r7N79IGvXXdTs/rIcxfjxixAQkWUHgiBTUvIp23fcze7dD9ZV9xaZNnUzkmThwMH/UVDwFpJkBUQEQWr4IFKAURAi67zefQBYLBlIkg0QEBAi8irsY37eLCYN/zWXn9LyH7tRtOBTappcV+P38t6W71i4fxl73WtQpFI0VcKqZjMu9teMSs7GbrTgCflwh7x4Q17cQS++sA9fOPIsYCDGFIPDaCOIjLn3UGLM8QxOsB9TQQPQ95ZPKCgpRJRlJElGlMRILStJQpRNiJIImhaZaBQin/feslrunb+NnJIafjGmF5MHJDAoTqaXQ4CafChYF3msfxV+eAoGnAlnPAiJg7q8/2pY4ccfv+eT1TtZUBqDT0viuSkhZp19VZcd4+EvdvDyD/s5d0Qq5wxPoVeMlbQYSwNfl0NcMq57coeIkkRMSlqDZdp4DdfiPGqXHiTJkUnsLwcgWttmQes3OIEdF4dJencPPzy3njPuOrlD380lO0vJKa0lxWkhJdpCYpSJJIcZVYNYW/useaqqosgi8S2UV1Drpmfa0tc8nw9BDdDL0rwvUi9HL96f/T5V/iqe3/g8C3MXsmD/AhbsX0CaPY1HJz3KqKS2RyH1Hjyerf/+C7WFBwh5XIRqXSgeN4rXi+bxgj+A4PMTNhgonjUMe0YWrq8XIFZW0/fHAqq23Y4DIj5sOgjaz6SQksvlwul0UlNTQ1RUy85zOm3H49mHz5eHKBoRBANWa29Mpkiac01T8Hj2oqEdUewykvI78l7AaEzAYGh+PEpKvmDrtluYMnkDBkMUe/Y+SlnZYiZO+KbZfQ6haRpLlkYiKUaPepuYmHEN1vtDCvfO38L8DQWs++P0BnfXP2XmmzdzMPgDkhpbZxGqszoRBrkWQVBBcZJuHM20jClcNuIM0pzRrfbxeCcYVnlhWQ7PLt1DRqyVxy8czpjeLTg8hnyw5QNY+gjE94MrP+uSfmiqytbNa/j0h018VmCjWI0mTazivAw/F542kT4DuqbmmKpqfL29hFvf2UBWvI2vfn/0s+4eDXw7K6l6bxeCUSLuskEY09vuJ/PdJ7vos7KUPaNiOfWXg39SvLZ1+t37JeFmplWvnZzFH2e1fawqfSEGr9rG1VYHj57ctPVv8rL57NGykNRaZC2AkRBmQcEiKtglDbsk4pAl+ttsLKuoJjdkI/eM9pV92Vmxk6fWP8WKohWomsrvRvyO60de3642OsJX546n957IzZb/kdsZdcF1R/2Y3UF7rt+6pUanU9hsfbDZ+jS5ThAk7PbO1TwS64pJanV1lwxyNOFw0xaTxscX6NvnLgLBEhyOxhYBs0HiN5Oy+Gh9AbkVnhZFzW9H/prXt1iQRAlZjFguZFHEKBmIMcVzWuY4pvcbecytKt3JpoPV/OGDzewtc3PD1L7cdFq/1h1bDRYYfXnEerP25U73IWf3Nj79djWf5UnsC8cTJ0RxTkoNsydkMnrMzC51nly9r4L7P9nK7hI347Jiue/srrcyHSssA2Mx3DyKite3U/nuLpLvGNvmfaecl83Xe8uYsWMiPAQ5UhZuQzx+awqqJQ7BFodsj8cYlYglOpGo+FSi41Mwma2oqkpY1RiY7OCaSVmUuvxUeUNUeYIEFZUbp7YvweNBd2Q6Ld7U/KWsIGxCEBWm2qrrKnZreFQBrypSqRgIYSCMiW+8UUA0ccLBdvUBYGDcQF6Y/gIF7gIu/eJSntv0HL2dvZmZNbPJ7UNKCEMX+Jid9dkqcsp3ced/fsHd446/YsFHA13U6PRYAoFSioo+AkAjYkKWDU5CoRo0TUVoQ8RDZub1BMMqb685wIS+Av0SGzrhhZTIHeOi7SWMzmg+ZPv8IeM5f0jnE2+dCPiCCv9YtIuXlu9ncGoUn950CkNSne1rJKY3eErh9Qugz1TImgLJw9tkQi86uJ/Pl37PJ3tDbA0mYyeKM+PLeXCsgYkTL0A2dn0un9dX5vKnT7cxOiOGD66fwNjMzoXf9gTkGDOOyelUvrsL1Rtq8zQUwOTrx8ETkdceez/UkIe4mm3YK11EaS6sQuNElW7Ngluw8a1RZH9VOqZ1Q+lljkK0OJFs0RhsMZRur6DGHo3FHo01Kha7IxpRav47UV2cA8CGwh/xD0rAbGrsDxfAylRrCW+NP7fFc1pbcZA/79rC+OjoNn8OPyXNnsYn533CGR+cwR9/+CMzes9A+sl3+qDrIOd8fA59nH2Ymj6Vqb2mMix+GLLYscuxXwizN00gynJsUk70dHRRo9NjqapeTVn5IgBEIfJVNRiiARVF8SDLbTOZf7KxgPs/2cbZw5J5/tdjqPGG+HRTAe+vy2dzfg1mg0i/hOYjDnQOsyKnnHs+3EKxy89dZw7kuslZ7a4lBcCg2eAph33LYNljsOgB6HsaXD6/0aaaqrJo8QLW5xSyrhTW+pIxEMVpzmJ+N0Hh1KlnYbYenfELKyoPf7mDeT/kcvUpmfxx1uBj4ux7rDD0ivyGgvluzAPaflG02IyEL1uJ+PrpZCsqxju/aGAV83lqqakoprayGG9VMcGaUhR3GbhLSS1ZSrpQjbl4ETbNg0NzIwtNZ55WNQGXYMGDDZ9owy87CMp2QgYHqsFBatUmHk8cxP39bubsJUv4z/D+9Es7bB32h4MoYhSpptarxY+N68WnE3u1+TNojmhzNL8f/Xv+tuZvvL3zbS4bfFmD9burd6NqKn2j+/LRno94aetLOIwOJqRM4JS0UxiVOIrMqEyENk7r+UKRmnQW+djksOrp6KJGp8eSEH8GvTN+S96B/6DWVcg2yBGLQChU3WZR06cu/PTLLcV8tbWIW97ZiKJqnJqdwL8vG8NpAxMxyj+faaOO4PKHePTLnbz94wHGZcbyytUn0aczQtBkh1NuiTxylsDr50P6SU1u+so7b/PQ5mhSRCtD7bU8PszPmaedRlT00c1wW+UJcss7G1iRU8FfzhvC5RMyj+rxugM5zoxglggWtE/UAMj9BhOY+CSmlTfif/dxzJccrkRvsTmw2BwkZ0SSG3o+nE/NtiwE0Y/BOp5ed12MUBdWr6kqXm8t7ppKvK4K/J4agu5qQt5qwp5qNH8Nmr8GMeBCCtYih2qxeQuxKG7sag2TSrbw2RlGbtwjMWNHJX8r+JKLxkVqIO11V4Ag0stybPMlXTLwEp5c+yQf7fmokag54DqAVbbyxJQnUDWVbRXb+KHgB5YXLOfBFQ+ioWEz2Ojr7EuqPZU4SxxOo5MoUxRRxiicJidRxiiiTFE4jU7yXHkICMRbuj7v0vGILmp0eiySZCEmZjx5B/7D8h9OAQ7fzYWVtpcsGJp2eGrk+jfWk+Aw8cUtk0h0mLuyuycsi7eXcN/HW/AEFP4yZyi/HpfRZI6dDrPogcjzt3+D5f8Cow2MdjBa8WgmHsq/G4DxI4Zw15nZpEZH7kgrPUGsRqlNCeray7q8Sm56awO+kMLr14xjYr8T84IhCAKGZBuh4vaXAAEwnflr/Pt+wLTzCULrT8EwenKT2wXzXAhCNCDgr81C83rqRY0giljtTqx2J6RltbsPhwpBLExxcc/3C7jZk833C9/lb1PPYZ87UtU+oyMZsTuBJEo4jA5qgo39//bX7CfLmYUgCEiCxPCE4QxPGM4NI2+gNljLlrIt7KzaSU51DsWeYvZU7cEVdFETqCFYd3P3UwbEDMBhPLbn2FPRRY1OjyY6+mQGZj9MIFDC/tynAXA6x2Cztt2h0CRL9E+0s6fUzbjMWGaPTNUFTRsodwd46LPtfLapkGnZCTxy/rB6QdGlnP8ilO2KREYFPRCsrXv2YlQ07rSU8OSeJOZvKOCiMemkRlsocfk55bElKJpGeoyFPvGRDLx9E2z0SbDTJ8FGcpS5zSb8Q6iqxn+/38fjC3cxslc0z1wy6uiccw/CkGAlWOTu8P6ma/5B+In1CJ9di5q1AjGmsQVN8QkYbDWYMoy4tvkRo7veJ8lmjeKZMy/Gs+A93jNnc+7uH9lvMgFW+js6JkoPBQe393sEoGoqYhOVxPfV7KOPs+ngCofRwcS0iUxMm9jken/YXy9wDj3XBGoYEj+k3f07UdFFjU6PRpLMpKX9CoD09MtQFB9mc2qTTsKapvHj/krG9I5p5Odx6xn9uemtDSREmbhsfO9j0vfjmcJqH3Oe+4GQovKvi0dy3sjUDv2xt4mkIZFHExiAa4Jhnv/rYs4dnlpvMdmSX0NY1bjv7EGUuQPsK/Pw3Z4y3liVVx8ubDVKZMXbyIq30TvOSkaslV6xkecUp6XeN0bTNMpqA+wpdfPid/v4bncZ10/tyx0zBmD4GSQ0E+0GQsVeNFVD6IAFTjCZEX79KuKrpxJ66VqMt3/YKOpMDRqQo4Ko7hCi5Ma/7BuCOcUIBgnRYUa0WRCsFkS7DdHhQIhyIjqcCOb23XzsyNvKl+YB/J+yizOGXsRz3/0PGEeWvWNOtHd/dzeLDywmwZJAgjWBRGti/WtZkHEFXQSUAFaDFbvBjs1gq3/2h/0YRAN7qvY0aHNfzT6mpk/tUH/MshmzbCbRqtd5ag5d1OgcNxiNLftQPLtkL39ftJt3fzuek/s03Pac4ansK/Pwn+/2EQgrmGQ9UVVzeINhrnttLQZJ5PObJ5EY1b1WrZxSD96gwqUnH05it6PIhdNi4NrJWQ3EVkhROVjpZV+Zh33lbvaXe9hX5mF9XhVFLj9HZuXqFRtJlpdX7qU2EHEkTY+xMO+qkzh14M/noiFFmyCsUvtdPlHTOuYoK2dlEzj5MUyrb8b/4VOYL7qtwXolbMZkC6PUqihKPOVfgShEo2kGNI60hHnrHpEaTNaEfcTecWWb+3GgqgSI43ejJyOIIu5gNRhg6vdfMX/cFHrb224h8oV9fHPgG07POJ1ejl6Ueksp85Wxv2Y/pd5SFE0hyhiFWTbjDXnxhDx4Qp66/FURKvwVXPDpBY3azo7tXKoLnebRRY3OCcEnGwv4+6LdAHhDTVeGnj44iX8s2s3KnAqmZf98LlrtQVU17nhvE/vLPXx4w8RuFzQAa/MifhEmw+G7/x3FLgYmOxpZjwySWDf9ZAeSGqwLhBUKqnzsKq7l8y1FWAwSBkngnOGp9VNXmXG2jkVzHcfYxiZR/dk+lOrGYdjtwTTzCvx7v8W09WFCAydiGBYpbaKpKoriQHSEkOIk1NB+7FMyMU2M5BHS/D5UVw2aqwbVXYta60bz+KlYZkHxtm0s9hXuYXNhDuuqahCkGGKjIp42i2f8gb/t+J6nChOYtGoTj/eP5ZLeI9rU5vqS9QTVIDeMuIE+0U1PF/0UVVPxhX24g26KvEUoqtIoVNsoGnVRcxTRRY3Occ+a3Eruen8zpw1MZMnOUsJKw2yliqoRUlSykxz0irWwaHuJLmqa4alv9rBgazEvXj6GQSndm3l7a0ENv393I3tLI/4eGw9Uk1/pI85uZGuBi9PaaU0xyVK94Jk5rIOVx09ABEnEmG5HCzR9M9AeTNc+Q/jJDQjzr0XtswLR5kCrrgRMSDE2rGfP4qcxc4LZgmS2QGJyg+XGVW8hmZsO9f4p923axFJzP5CTyQiUIsuHc+7cPWgy0xPzuWTDRm7LieLrkgX8b+yZSK0kZizyFCEgkOnMbFMfAERBxGawYTPYSLIltb6DTpejixqd45rccg+/fW0to3tH87dfDOekhxcTVhr+EV7zyhq+3V1W/35lTsWx7uZxweebC3nqmz3cdWY2Zw5Jbn2Ho8w5zyyvf22QBObO39Jg+mhYWjsT/uk0i2iWUf2t53JpDcFihQv/h/b2ryj8y0bs/UowJpkBJ1JMdLvaUoJWTEm1bdq2ACtXhHZx66jx2M2Np9BGx6Wz8dREfrXqSxZ4Mjn1u0/4btr5LbbpCXmwGWyIbUjyqdNz0EWNznHDvjI3763NxyAJqJqGqsFXW4uJsRr592Vj6nPN/GvxHl5bmYeiaaiqxq7iWswGkYdmDyEYVsmMt3XzmfQ8tuTXcOf7m5g9IpUbpx2bCtqt8cwlo5BFgawEGwOTowgrKpXeIBXuILX+MKMyoru7iycMgllCdTUdLtxeDINGU9v/IdgG7r1JsDeyXEpuu+VCrapAUeOQU9omKMolG2lGL2kJzQcBWCQjn5wyh9O+X8CuQHSrbbpDbmwG/b/ieEMXNTrHDd/vKeff30bSoqfHWBAFgRibkX9dPJJoqxFN07h2UhZFLj+SICCJAoIAWfGRMN+LT+qeask9nVKXn+teW0t2koPHLxx+9KKc2sm5I1IbvJclkUSHWQ/HPwqIJolwF0w/HcJx+SW4n1yDUu4napyKKc2AnNX2NAyh3bsAMPZvPVIxFApSJTtIMLva1LZTUpBo3SrlCrj03C/HIbqo0TluOCkzFqMsIgkCi2+f2ijpmiAI/PEcvahbe/CHFK57fR0aGv+5YuxRSWSn0/PZurKY3oLGrrnLUSQBzSCCRUYwyQhmCckiI5klRLOMZJUxOEyYnEaMThPmaBOypfGlJOH6ERQ/+iOudRLJM9peMBMgfKAYiEXuO6DVbctrStAEkYQ2lsrwqRoSrQu4Ml+ZHjp9HKKLGp3jhueX7cVmlPjXr0bpF98uQNM07vlwMzuLXLx//QSSekCkk043kR3Dni3lxMQaMUkChFSk6gCS6kfSNGRAPMKCp3A4+BpA0TTCCCgiKJKIKotgM2ByGDFXByh6egO97j25zd0JV3iQRBHB3HriwzJXxEcuwdY2H6uAqiG3QdSUeEraHPWk03PQRY3OcYMsClR5Q1z58o8sum0K/ZN003BneOHbHD7eWMgzl4xieHp0d3dHpxuZcMUgXr1nBabBcYy+sH+j9aqqogZUgp4QQVeAoCtIyBUkVBsk7A6heMOovnDE2TigQEBBrvIjKBoIILiC7Ps4hz5z2uavFa5WUdQ4yh95DdGgIRhBNIkIJgnRbECwGBHNJgyDsilz1wBOEqLaVgssqGrIgtbqdsXeYiakTmhTmzo9B13U6Bw3/GJMOh9vLGRwSlTniinqsK/MzRMLd3HTqf0a+a7o/PyQDRIDJ6awY0Uh42f3QTY2tISKoohoEZEtMtb49pWNUFWVHQ//iHVlAZWDYojNbj0BnnV0MmzchxYSCHtlNJeMqhrRVBOqZiaSaxpMa76ndLIIOElwti1iL6BpGFoRNWE1TIWvQg/LPg7RRY3OcUF+lZdb3t7AwGQHl0/ozbNL9qJqGpqmMX9jAf0THXgCYXwhhX6Jdv7xy5Hd3eUeTW6FB01DLxmhU8+QSalsXHSAnPWlZI/vujw+oijS56aRHPzbGspe3Y7jjydjsBpa3Mcy40wsM5pfr3m9lD0xH9FXgGfPHug3lLFr9pBoNJBkNJBskiOvTQaskoimRabIxkfbCahgrguqKveVs71iO2n2NNwhN0sPLOXdXe/iD/tRNIUkqy5qjjd0UaNzXHDHe5uo8oao8oaY+9EWAJKjzNT6Q3iCCk6Lgb4JdnLLPSzaXtLNve35lLsj4buxNmM390SnpxCdZCV9YAxbvyvsUlEDYIkxE/2rgfje3sHu5zYx5K72OQ7/FMFqRQ2ZMAoVXFiyEPPE31FiTaYkGKIkGGKL20dpoJayUIgjc3FemBSDXxURlCryXHm8vv113t31bqP2s2OyObvP2YxLHtepfuoce3RRo1PPgi1F7Cl1E1JUgopKKKwRVlVCiorDbODuswbWFwE81twzcyDbi1y8ueoACQ4T9549iOxkByv2lnP3R5v565xhjOwVzX+/28fTS/a03uDPnAp3EKfFUJ/bR0cHYOiUNL76z1bK893Ep3ftFG/iyAR2by7Dub2C/Z/mkDW7c/mQlLADSa7EkTqcy4aMaXIbVdMIaRoiAjPW7sImiXg1A2FfPufMPweAftH9+OP4PyIgEGOOIcuZ1al+6XQv7RI1L7zwAi+88AK5ubkADBkyhAceeICZM2cCkJOTw5133sny5csJBAKcddZZPPPMMyQlNW/Cy8zMJC8vr9HyG2+8keeee47Kykr+9Kc/8fXXX3PgwAESEhKYM2cOf/nLX3A69YyiXckd729CFAScFgMGSUCWRAySiD+ksL/cw5UTM0mLbt98emfQNI3XV+WRU+pG1SJ/UCN6RaNpGi8t31e/bGzvWOb9sB9Ngz11KfV1WqbCHSDOrltpdBqSOSIea5SRbd8XMPWSrq9P1O+ygRH/mh8KqB4cR1QvB0q1H8EoIRglRJMEktBqriTV7UbDiihUgqP564soCJjq2qoOK+zzBVCkGETFxYvTXyQQDtA3ui8ZUXoOqxOFdoma9PR0HnvsMfr374+mabz66qucd955bNiwgczMTGbMmMGIESNYsmQJAPfffz/nnnsuq1atQmymzsaaNWtQlMPhdVu3bmX69OlcdNFFABQWFlJYWMiTTz7J4MGDycvL4/rrr6ewsJAPPvigo+et0wSaBrfNGMBvJjW8U/l+TxmXv/QjmtZ6xABEcp9sK6yhqMZPhTvIzGHJTSZM0zSNgmofwXDT9V0+3ljI09/sITvJgSQKiGLkT0oQBEQh8loUaPA+zmZkcv/49p/8z4xyd4B4m6m7u6HTw5AkkcGTUtm05CATzu+L0dw5Y76iqGxcdIBwUEWSBURJJDw0HnlFIQf/s5mUIXH4d1Q23EkU6gWOYBIjr40SgukI4eOPlE+QqATHoDb1ZajdwupqN4IgEy+6mJg6sVPnptMzadc39txzz23w/uGHH+aFF15g1apVFBQUkJuby4YNG4iKihTCe/XVV4mJiWHJkiWcccYZTbaZkJDQ4P1jjz1G3759mTp1KgBDhw7lww8/rF/ft29fHn74YS677DLC4TCyrM+gdRWCQJPC5VB+iuY0zd5SN2+syuOHveXMu/oknl+Ww1urD9Svtxglfjm2cT2WH/ZWcNlLq1vs021nDODWMxqHmHY1mqbhDoQpdwcpdweocAcocwcprw1Q7Q1y6cm9yU4+cULIKzxB3VKj0ySDJ6WybkEue9aUMGRyWqfaKt5bw6qP9yEZRIwWGVVRUcMa9rDKZLuEf0cllhEJ2MYmoQUU1KCCFlQirwMKWlBFCx56raDWBglXKGj+MLJcjMHmht6ntKkvrw+P5JxRVAV4plPnpdNz6bAiUBSF999/H4/Hw4QJE8jJyUEQBEymw3d/ZrMZURRZvnx5s6LmSILBIG+88Qa33357i+bHmpoaoqKiWhQ0gUCAQCBQ/97lalsK7Z8zzX3ih4biwU+3kRlvIznKTGKUieQoM6v3V/KPRbsRBVA1OOMf3+IPqaRFW7j19P784cPNOC1NRzocqPQiCPD2deObPLbNJDMktesrRVd7g/z9690UVvsodwfqhUzgJxYjWRSIsxupcAeJshjITu56c3x3Ue4O0jvO2t3d0OmBOGLN9B4Wz9bvChg8KbVTZTPKDtYiG0Sue2oq4k/88VxLDuD6Og9jqg1z/5gOtD4OuKjde0minrjzRKbdombLli1MmDABv9+P3W5n/vz5DB48mISEBGw2G3fffTePPPJIJFvpPfegKApFRUVtavvjjz+murqaq666qtltysvL+ctf/sJvf/vbFtt69NFHeeihh9pzaj97BEFo0hozJNXJxWN7caDSy9JdpZTU+PEED08ZxtqMrJx7Gm+tPoAvpJAWbWF4ejQCMDDZwf+9vo7zRqbyh7MGNvDJqfQEiLUaGd+nbUmzOoOqapECl1qkwOXrq/IY0zuGQSlRxNtNxNmNxNtNxNtNJDiMxNlMOC0GRFHgtCeX4Q91XV2cnkCFO0C8XZ9+0mmaIZNT+eK5zZTm1ZKU2fEbi/J8N7Fp9kaCBsAxrReCScI6PKGJPXV0Oka7RU12djYbN26kpqaGDz74gCuvvJJvv/2WwYMH8/7773PDDTfw9NNPI4oil1xyCaNHj27Wn+anvPTSS8ycOZPU1KaTgblcLmbNmsXgwYN58MEHW2xr7ty53H777Q327dWr8RSIzmEEQKOxqnFaDPztwuENltX6Q5S4AnywLp+lO0u57d2NBMMqA5OjOG/kYZP1F7dM5oN1B3li4W5Oe3IZv53Sh1tO749BEnH5w6iaRonL3yUp+hVV44x/fEt+lRdVg0SHiWV3TUMWRSb9bQlFNf4G218xoXeDvjaHySDhDzXt93M8oqoalZ4gcbqo0WmGjCFxOGLN/PDBHmbdOBxTK3llmqO2wo8zoengAkEUcJzSuektHZ2f0m5RYzQa6dcvUm11zJgxrFmzhqeeeooXX3yRGTNmkJOTQ3l5ObIsEx0dTXJyMn36tF4/Iy8vj8WLF/PRRx81ub62tpazzjoLh8PB/PnzMRha/pGZTKYGU2E6rRPxqWnbtg6zAYfZQInLT2GNj8QoE+vyqthSUMOdZx6eppFEgYtPymDW8FSeX7qXZ5bsZVBKFGcPS+EXo9P5dGMh5zyznBd+PZqxma1nGm0JVdPYX+7hglFpmAwib/94EH9QxWYSKKrxc/HYXpzcJxZREDBIIqcObNsdotkgnlCWmhpfiLCqEa/nqNFpBlEUOOOawXz5/GYW/ncrs28d1aF2/J4QcV0cGq6j0xKdTlKhqmoD3xWA+Ph4oqOjWbJkCaWlpcyePbvVdubNm0diYiKzZs1qtM7lcjFjxgyMRiOffvopZrNeeO9oIAhCE3aalpFFgf6Jdu6YkY03qBBjbfpCaTfJ/N/UhnkpspMdfHbzJLLibPzqP6t4fWVumyOsmusLwLisWKb0PyxYDuXWGZkRzQWj05kzKo1Zw1OwGtum6c2yhL+ZCK3jkQpP5PeqW2p0WiK5jxODScIe0/H/24AnhNmqB3PoHDva9W2bO3cuM2fOJCMjg9raWt566y2WLVvGwoULgYgwGTRoEAkJCaxcuZJbb72V2267jezsw3fup59+Oueffz433XRT/TJVVZk3bx5XXnllI+ffQ4LG6/Xyxhtv4HK56p1+ExISkCTd6auraI+l5hAGWWT9gWrmPPcDAE9f0vwdnTsQBiIOwIdIcJh487qTefiLHdz/yTY25dfw1zlDO1SFWxAEZFEgpGqNlhskgbDSMWFyollqDmUTjtejn3RawF3px10VoM+ojvm8aJqG3xPGbO/Y1JWOTkdol6gpLS3liiuuoKioCKfTyfDhw1m4cCHTp08HYNeuXcydO5fKykoyMzO57777uO222xq0cWh66kgWL17MgQMHuOaaaxodc/369axeHQn7PTTtdYj9+/eTmZnZnlPQaYHmfGo8gTAPfroNb0ipzw0TyRcDH60vAGBM7xhunNaXAS1Uznb7I6LGbmr4tTNIIg/OHsKIXk5ue3cTE/rE8Ysx6R06B7kZ8SKJAiGlY1Ygs0GqF2QnAhV1oka31Oi0hChFLJyrP93HxkUHUBUNySBidRqxRpmwRhkjD2fk2RZlwmST66OlwiEVJax22B9HR6cjtEvUvPTSSy2uf+yxx3jsscda3OZQNuIjmTFjRrPTDtOmTevUlITOYQqrfVzx8o8MSolCFgXCqkZYUQkpGoqq4g6Em7TU7Cvz8P66/BbbNhtE3lp9gFdX5hFWVMKqhjcY5qZT+2EySLywNAeXPwQ0FjUA7605yCsrcoGIw29HMYgiYUWr/2Od9LclaIA/pLZ7au0QZoNULwROBCo8AQySQFQnE6vpnNhYnSaGTk3D7w4hiAKiJBAOKtRW+CnZ78JbEyQUaGjBFEQBo1nCaJaRDBHvBt1So3Ms0f/VfkY8t3Qve0vduP1hMuKsGCQBSRQxiBHH2TOHJHNqdmKj/fom2rhoTHq9g2lIUQmGVSo9wfqyBAZJRBAErAYR2SzjDyn8uL+SnDIPRTU+dpfWcsagJCb1i6dPgq1B+wcrvfzhw80AXDspi2nZHQ/xlCWBkKoyqX88D5wzmLCqItZNS50zoumoutYwG0QC4RNr+inOZupU/hGdEx9RFFotlRD0h/HVBvHWBPG6gvhqgwT9CkF/mJBfIXNYHCl99HI2OscOXdT8jJgxJJk3Vx/gwxsntquGk9Uo88RFIxotr/QEGf2XRbx4+RjOHJLcYN3rq/JYuquMC8ek87cFOxmQ6ODJujb8IYX8Kg9Z8TYq3AGufPlHAPon2vnjOYM7cYYgSxFLjd0kc81Pyj10FJN8YoV0l+t1n3S6CKNZxmiWcSboiRx1ega6qPkZcSj/VVdN5x2KKgo34avy4bp8UqPN+EMK7kCYsKqy4UAVGvDPRbv5fk85I9KdBBUNlz/EkjumkuzsfFSbQYyEb+eUubEYJCwGqT6JXkcxGyT8J5ClRk+8p6Ojc6Kii5qfEa3VcGovhjpHwrDa2Ipx3shUnv5mD9OeXFZ/vPOfX1G/371nD2TVvko251cz76px9EnomlwW0VYjb/94gLd/PFx76pJxvXj0guEt7NUyJ1r0U4U7SIZeIkFHR+cERBc1PyMO2SqeWbIHh9mApkWinY4UOZoWiX/StEiI9xUTetMvsemIJrkuU3RTUUVXn5LFJeMy+GRjAc8u3cvBSh8Afz5vCGcNjVTt/u2Uvo326yxvXXcy+VU+vEEFX0jhsQU7qfGFOtWm+QTKKOwPKewv93Q60aGOjo5OT0QXNT8jMuNtDEmNYl1eFYIg1IscQQABob5w5aF1e0pribYauX1606Km3lLTTP4Xs0Hi4pMy+OXYXjy/LIcnFu6iyhMi0XH0kidGW41EH5EA8Olv9rQ5yV5zmGURdyDMHe9t4twRKUxrwpn6eOG1lblU+0L8cmzHQuZ1dHR0ejK6qPkZkRpt4YtbJrd5+8mPL2kxYZ0gCEh1oeEtUVDt4+Xl+xnfJ5YbT+1660xLeALhJkPI28PJfeKY0CeOxTtKqPWHjltRU+0N8uySvVw6LqPLpvt0dHR0ehK6qNFpFqMk8sqKXD5aX4AgHPbJEcXDlh1F1VrMK+MNhrnutXVYjBLP/3oMBqnTlTnahScYxmrsXNbpQSlRvHHtyVzzypoO57rpCTy3dC+KqnHL6f27uys6Ojo6RwVd1Og0y/3nDGbjweo635s6f5s6PxxVi/jdiAJMH5zU5P6qqnHHe5vIq/Dw0Y0Tie2GAoqegMJX24rZVVyLokUEWFiJPDutBp69dBQmuW2iR+xAGYmewsFKL6+uyOOm0/qR4NAjn3R0dE5MdFGj0yzTshM7NdXy7e4yFmwt5jeTshiYHNWFPWs7vxzbi13FLgRBwCyJSGJkyqyoxsei7SWsy61iYr/4NrYmHLfZrf/+9S6cVgPXTu6a3D06Ojo6PRFd1OgcNU7uE8usYSm8tHw/fRJs/Prk3se8D/fMHNjkclXVmPz4Uj7bXNhmUSMKNCqWeTywtaCGjzcW8ugFwzrtNK2jo6PTkzm2Dg46PyusRplnLx3FpH7xLN5e0t3daYAoCkzuH8/nm4vaXAJBEDjufGo0TeORL3fQL9HORR0sEqqjo6NzvKDftukcVUKKRq0/1OPqDIUUleV7y4m3m9rsJyMKAseboebLLcWsyKng5avGIh9jJ20dHR2dY43+L6dzVHl2yR425dcwt5lpoO5EVTWGpjkxG9rmKCwIXVdi4lhQ6w/x58+3MX1wEqcNbNqZW0dHR+dEQrfU6HQJvqDCv77ZjT+o4LQaibYYiLYaeHN1pFxBXA+rNSSLAtFWI6Fw2zMFC4JwXEU//XPRHly+MA/OHtLdXdHR0dE5JuiiRqfTqKrGre9s4Ls9ZWTG2aj2hqj2BetLC4zvE0vvHlZraEtBDduLXNx55oA27yMQCWc/HthWWMMrK/bzh7MGtqsiu46Ojs7xjC5qdDpNuTvAoh0lXHZyb/4yZ2j9cn9IweULEW83dapK9tHg7R8PkuI0M3VA20PWRUGgidqdPQ5V1bhv/lb6Jdr5zSQ9hFtHR+fng+5To9NpEqPMXD+1L2//eIAt+TX1y80GicQoc48TNJ5AmE83FnDR2F5I7ehbJPqp51tq3l5zgI0Hq3n4/GHHPIOzjo6OTnei/+PpdAm3nTGAgSkObn13Q4tlE3oCH63PxxtS2l3U8XiIfip3B/jbgp1cNCadk/RK3Do6Oj8zdFGj0yUYZZGbT+vPvjIPZbWB7u5Osxyo8PL4V7s4f1Qa6THt8/MRoMcnqnnkyx2IosDcswd1d1d0dHR0jjm6T41Ol5EUZQag0hMk2Wnu5t7AaytzeXbJXlQNVE1D1TR8QYVkp7lDEUGCIKD24PCnlTkVfLS+gMcuGNYtdbZ0dHR0uhtd1Oh0GXF1F9JKT7CbexJhTW4VZoPERWPSEUUBURCQRDh7WApRZkO72xMEeqyoCYZV7v9kK2N6x/DLsb26uzs6Ojo63YIuanS6jEPWgQpP904/eYNhKtxBymr9DEiyc/Pp/bukXbEHl0n47/f72F/u4fObJ/U4x2wdHR2dY4UuanS6DKtRwiiLVHWDpeaTjQU8/tUuKjyB+vw4AJeMy+iyYwj0TEfhg5Venlmyh2tOyWRQSvdUQ9fR0dHpCeiiRqfLEASBOJuxW6afNhyoxhdSuOvMgcTZjMTWPfon2bvsGKIIPS2lsKZpPPjpNmKsRn5/RtsTCero6OiciOiiRqdLibUZqegGUWOSRewmmemDkvCFFAYk2bu8iKbQA0O6v95ewjc7S/n3ZWOwmfSfs46Ozs8b/V9Qp1Ms2l7Cm6vzEIhc9AuqfWTEHvuSCFajzIFKL1OeWArAu78dz8l94rr0GD2tTIInEObBT7dx2sBEzhyiF6zU0dHR0UWNTqdYsKWITQerGZsZi6bB2N6xnDU0+Zj344oJvYm1G/lgXT4FVV5G9Iru8mP0tDIJT32zhypvkIdmD+lyq5SOjo7O8YguanQ6RUjVGJQSxX+vGNvidhXuAJ9vLsJpMTBnVFqX9yPGZuTisb346+fbCYRVBt7/FX/7xTAuPqkLHYWPQvSTpmloWqRdtf513XNdfh2tbjtVA+rW7yv38NLy/dw+fQC9usEypqOjo9MT0UWNTqdQVLVB/SRV1QirkUR3yqHXqsa8H3J5duleALLibcRYjYRVtX4bQYDesTYsRqnF46mqxqp9FdT4QoRUjVBYJaSohFSNYFglMcrEwUofAOOyunb6SRQECqq8PLZgJ0ZZpNIToMoToqL+OUiNL1jvd6Md4VR8pBjqKl/jvgk2rpvcp2sa09HR0TkB0EWNTqfQNFi+t5x+935JuI1etOc990OTy9OiLXxzx1TMhuaFzQfr8/nDB5sbLTdIArIoYpAE+ibY+NO5Q8iKt7XtJNrIWUOTySlz89mmQhRVI8ZmJM5mJMFhZmByFDFWI9FWQ73IO3JGSKDhskOrBCGyThAiPkkCkSirny4ThIioEurbEDgpMwajrFc60dHR0TmELmp0OsVt0wdwclYskiQiCQKyKCCKkcy9ohARGode94q14vKFCCoR605kXWSf3AoPt76zkTdW5TGiVzRhJWLtCasaiqqiqBGr0Kp9FUiiwPo/TscgCxgkEVkUjolPyfg+cYzvYudjHR0dHZ2uo12i5oUXXuCFF14gNzcXgCFDhvDAAw8wc+ZMAHJycrjzzjtZvnw5gUCAs846i2eeeYakpOYjMzIzM8nLy2u0/MYbb+S5554DwO/3c8cdd/DOO+8QCAQ488wzef7551tsV+fYMCDJwYAkR6fbGZ7u5I1Vefz1ix2tbts7zorT2v4yBzo6Ojo6JzaCprV9hv+zzz5DkiT69++Ppmm8+uqrPPHEE2zYsIHMzEyGDx/OiBEjeOihhwC4//77KSwsZNWqVYhi02bysrIyFEWpf79161amT5/O0qVLmTZtGgA33HADX3zxBa+88gpOp5ObbroJURT54YempzGawuVy4XQ6qampISpKz7raEwkpKnkVHgRBQBKEiBVHOuK1KCKKYDFIyJI+7aKjo6Pzc6A91+92iZqmiI2N5YknnqBXr17MnDmTqqqq+oPW1NQQExPD119/zRlnnNGm9n7/+9/z+eefs2fPHgRBoKamhoSEBN566y0uvPBCAHbu3MmgQYNYuXIl48ePb1O7uqjR0dHR0dE5/mjP9bvDt7uKovDOO+/g8XiYMGECgUAAQRAwmUz125jNZkRRZPny5W1qMxgM8sYbb3DNNdfU+0isW7eOUCjUQBQNHDiQjIwMVq5c2WxbgUAAl8vV4KGjo6Ojo6Nz4tJuUbNlyxbsdjsmk4nrr7+e+fPnM3jwYMaPH4/NZuPuu+/G6/Xi8Xi48847URSFoqKiNrX98ccfU11dzVVXXVW/rLi4GKPRSHR0dINtk5KSKC4ubratRx99FKfTWf/o1atXe09VR0dHR0dH5zii3aImOzubjRs3snr1am644QauvPJKtm/fTkJCAu+//z6fffYZdrsdp9NJdXU1o0ePbtaf5qe89NJLzJw5k9TU1HafyE+ZO3cuNTU19Y+DBw92uk0dHR0dHR2dnku7Q7qNRiP9+vUDYMyYMaxZs4annnqKF198kRkzZpCTk0N5eTmyLBMdHU1ycjJ9+rSeICwvL4/Fixfz0UcfNVienJxMMBikurq6gbWmpKSE5OTm0/GbTKYGU2E6Ojo6Ojo6JzadDiFRVZVAINBgWXx8PNHR0SxZsoTS0lJmz57dajvz5s0jMTGRWbNmNVg+ZswYDAYD33zzTf2yXbt2ceDAASZMmNDZ7uvo6Ojo6OicILTLUjN37lxmzpxJRkYGtbW1vPXWWyxbtoyFCxcCEWEyaNAgEhISWLlyJbfeeiu33XYb2dnZ9W2cfvrpnH/++dx00031y1RVZd68eVx55ZXIcsMuOZ1OfvOb33D77bcTGxtLVFQUN998MxMmTGhz5JOOjo6Ojo7OiU+7RE1paSlXXHEFRUVFOJ1Ohg8fzsKFC5k+fToQsaDMnTuXyspKMjMzue+++7jtttsatHFoeupIFi9ezIEDB7jmmmuaPO4///lPRFHkF7/4RYPkezo6Ojo6Ojo6h+h0nprjBT1PjY6Ojo6OzvHHMclTo6Ojo6Ojo6PTk9BFjY6Ojo6Ojs4JgS5qdHR0dHR0dE4IdFGjo6Ojo6Ojc0KgixodHR0dHR2dE4J2ZxQ+XjkU5KUXttTR0dHR0Tl+OHTdbkuw9s9G1NTW1gLohS11dHR0dHSOQ2pra3E6nS1u87PJU6OqKoWFhTgcDgRB6O7utAuXy0WvXr04ePCgnmOnh6GPTc9FH5ueiz42PZeeODaaplFbW0tqamqrBbJ/NpYaURRJT0/v7m50iqioqB7zJdNpiD42PRd9bHou+tj0XHra2LRmoTmE7iiso6Ojo6Ojc0KgixodHR0dHR2dEwJd1BwHmEwm/vSnP2Eymbq7Kzo/QR+bnos+Nj0XfWx6Lsf72PxsHIV1dHR0dHR0Tmx0S42Ojo6Ojo7OCYEuanR0dHR0dHROCHRRo6Ojo6Ojo3NCoIsaHR0dHR0dnRMCXdQcY3bv3s15551HfHw8UVFRTJo0iaVLlza5bUVFBenp6QiCQHV1dYvtzp49m4yMDMxmMykpKVx++eUUFhY22Gbz5s1MnjwZs9lMr169ePzxx7vqtE4Yjsb45Obm8pvf/IasrCwsFgt9+/blT3/6E8FgsME2giA0eqxataqrT/G4pbvGBvTfTmscrf+1hx9+mIkTJ2K1WomOjm5ym6Z+N++8804nz+jEoTvH5sCBA8yaNQur1UpiYiJ33XUX4XC4k2fUMrqoOcacc845hMNhlixZwrp16xgxYgTnnHMOxcXFjbb9zW9+w/Dhw9vU7qmnnsp7773Hrl27+PDDD8nJyeHCCy+sX+9yuZgxYwa9e/dm3bp1PPHEEzz44IP85z//6bJzOxE4GuOzc+dOVFXlxRdfZNu2bfzzn//k3//+N/fee2+jbRcvXkxRUVH9Y8yYMV1yXicC3TU2+m+ndY7W/1owGOSiiy7ihhtuaHG7efPmNfjdzJkzpyOncULSXWOjKAqzZs0iGAyyYsUKXn31VV555RUeeOCBTp1Pq2g6x4yysjIN0L777rv6ZS6XSwO0RYsWNdj2+eef16ZOnap98803GqBVVVW161iffPKJJgiCFgwG69uLiYnRAoFA/TZ33323lp2d3fETOsE4luPz+OOPa1lZWfXv9+/frwHahg0bOnMKJyzdOTb6b6dljsXYzJs3T3M6nU2uA7T58+d3sPcnNt05Nl9++aUmiqJWXFxcv+yFF17QoqKiGvyWuhrdUnMMiYuLIzs7m9deew2Px0M4HObFF18kMTGxwR359u3b+fOf/8xrr73WavGupqisrOTNN99k4sSJGAwGAFauXMmUKVMwGo3125155pns2rWLqqqqzp/cCcCxGh+AmpoaYmNjGy2fPXs2iYmJTJo0iU8//bTD53Ki0Z1jo/92WuZYjk1z/O53vyM+Pp5x48bx8ssvo+np14DuHZuVK1cybNgwkpKS6pedeeaZuFwutm3b1iXHaIqfTUHLnoAgCCxevJg5c+bgcDgQRZHExES++uorYmJiAAgEAlxyySU88cQTZGRksG/fvja3f/fdd/Pss8/i9XoZP348n3/+ef264uJisrKyGmx/6MtWXFxcf/yfM0d7fA6xd+9ennnmGZ588sn6ZXa7nb///e+ccsopiKLIhx9+yJw5c/j444+ZPXt2l53j8Up3jo3+22mZYzU2zfHnP/+Z0047DavVytdff82NN96I2+3mlltu6bJjHK9059gUFxc3EDTQ8HdztNAtNV3APffc06Sz2pGPnTt3omkav/vd70hMTOT777/nxx9/ZM6cOZx77rkUFRUBMHfuXAYNGsRll13W7n7cddddbNiwga+//hpJkrjiiiv0OxZ6zvgAFBQUcNZZZ3HRRRdx3XXX1S+Pj4/n9ttv5+STT+akk07iscce47LLLuOJJ57oks+gp3I8jM3PlZ40Ni1x//33c8oppzBq1Cjuvvtu/vCHP+i/mx4yNt3CUZvY+hlRWlqq7dixo8VHIBDQFi9erImiqNXU1DTYv1+/ftqjjz6qaZqmjRgxQhNFUZMkSZMkSRNFUQM0SZK0Bx54oM19OnjwoAZoK1as0DRN0y6//HLtvPPOa7DNkiVLNECrrKzs3AfQw+kp41NQUKD1799fu/zyyzVFUVrt97PPPqslJyd3/MSPA46Hsfm5/nZ6ythoWss+NT/l888/1wDN7/e3+5yPF46Hsbn//vu1ESNGNFi2b98+DdDWr1/f4XNvDX36qQtISEggISGh1e28Xi9AozlLURRRVRWADz/8EJ/PV79uzZo1XHPNNXz//ff07du3zX061F4gEABgwoQJ3HfffYRCoXo/m0WLFpGdnX3Cm897wvgUFBRw6qmnMmbMGObNm9emeeuNGzeSkpLS6nbHM8fD2Pxcfzs9YWw6wsaNG4mJiTluCzK2heNhbCZMmMDDDz9MaWkpiYmJQOR3ExUVxeDBgzvcbqscNbmk04iysjItLi5Ou+CCC7SNGzdqu3bt0u68807NYDBoGzdubHKfpUuXNvJEX716tZadna3l5+drmqZpq1at0p555hltw4YNWm5urvbNN99oEydO1Pr27Vt/t1JdXa0lJSVpl19+ubZ161btnXfe0axWq/biiy8e9fM+Xjha45Ofn6/169dPO/3007X8/HytqKio/nGIV155RXvrrbfq77IefvhhTRRF7eWXXz6q53y80J1jo/92WuZojY2maVpeXp62YcMG7aGHHtLsdru2YcMGbcOGDVptba2maZr26aefav/973+1LVu2aHv27NGef/55zWq1tsuqfSLTnWMTDoe1oUOHajNmzNA2btyoffXVV1pCQoI2d+7co3rOuqg5xqxZs0abMWOGFhsbqzkcDm38+PHal19+2ez2TX3BDi3bv3+/pmmatnnzZu3UU0/VYmNjNZPJpGVmZmrXX399gy+gpmnapk2btEmTJmkmk0lLS0vTHnvssaNxisc1R2N85s2bpwFNPg7xyiuvaIMGDdKsVqsWFRWljRs3Tnv//feP1mkel3TX2Gia/ttpjaMxNpqmaVdeeWWTY7N06VJN0zRtwYIF2siRIzW73a7ZbDZtxIgR2r///e82Te/+XOiusdE0TcvNzdVmzpypWSwWLT4+Xrvjjju0UCh0FM7yMIKm6Z6kOjo6Ojo6Osc/evSTjo6Ojo6OzgmBLmp0dHR0dHR0Tgh0UaOjo6Ojo6NzQqCLGh0dHR0dHZ0TAl3U6Ojo6Ojo6JwQ6KJGR0dHR0dH54RAFzU6Ojo6Ojo6JwS6qNHR0dHR0dE5IdBFjY6Ojo6Ojs4JgS5qdHR0dHR0dE4IdFGjo6Ojo6Ojc0KgixodHR0dHR2dE4L/B+9dUcmiBugIAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "nBigUs = len(bigUs)\n",
    "print(\"including surrounded VTDs in each big city's vtd list.  Needed for Cincy\")\n",
    "for i in range(nBigUs):\n",
    "    for v in bigUvtdList[i]:\n",
    "        plotPoly(tractGeom[v])\n",
    "    eLists = getEnclaveLists(bigUvtdList[i],unitNbrs)\n",
    "    for eL in eLists:\n",
    "        for v in eL:\n",
    "            plotCenter(\"e\",tractCP[v])\n",
    "            bigUvtdList[i].append(v)\n",
    "            bigUpops[i] += tractPop[v]\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "78a5abb5-2d08-4e53-9b29-548f3dc033cd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "now read in the vtd-based HDs from countySnap15, AFTER the further patching in SW ohio\n",
      "compute unit and county uses, reconstruct the full and partial county lists in each of these HDs\n",
      "computing each HD's length scale ...\n"
     ]
    }
   ],
   "source": [
    "nUnits = nVTDs  #we are not going to redefine units as munis here; we just snap to the special big cities\n",
    "print(\"now read in the vtd-based HDs from countySnap15, AFTER the further patching in SW ohio\")\n",
    "infile = \"./2024state_HD_output/OH8941countySnapAllPatched2.csv\" #OH8941countySnapAllPatched2\"\n",
    "snapHDdf = pd.read_csv(infile)\n",
    "HDunitListString = snapHDdf[\"HDunitList\"]\n",
    "HDunitList = [ast.literal_eval(HDunitListString[h]) for h in range(nHDs)]\n",
    "HDvPop = [np.sum([tractPop[v] for v in HDunitList[t] ]) for t in range(nHDs) ]\n",
    "HDweight = snapHDdf[\"HDweight\"]\n",
    "HDwt = HDweight.copy() #nomenclature\n",
    "popHDlist = list()\n",
    "for h in range(nHDs):\n",
    "    if HDweight[h] > 0:\n",
    "        popHDlist.append(h)\n",
    "\n",
    "print(\"compute unit and county uses, reconstruct the full and partial county lists in each of these HDs\")\n",
    "unitUse = [0.]*nUnits\n",
    "countyUse = [0.]*nCounties\n",
    "HDfullCset, partialBigCset = [set() for h in range(nHDs)], [set() for h in range(nHDs)]\n",
    "for h in popHDlist:\n",
    "    for u in HDunitList[h]:\n",
    "        unitUse[u] += nDistricts * HDwt[h]\n",
    "        c = countyNo[u]\n",
    "        countyUse[c] += nDistricts * HDwt[h] * tractPop[u]/countyPop[c] \n",
    "    for c in range(nCounties):\n",
    "        bob = countyTractSet[c].intersection(set(HDunitList[h]))\n",
    "        if len(bob) > 0 :\n",
    "            if len(bob) == len(countyTractSet[c]):\n",
    "                HDfullCset[h].add(c)\n",
    "            else:\n",
    "                partialBigCset[h].add(c)\n",
    "print(\"computing each HD's length scale ...\")              \n",
    "avgL = [( np.sum([tractArea[v] for v in HDunitList[t] ]) )**0.5 for t in range(nHDs) ] #length scale for this HD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "90095d76-66f2-4293-8c08-14a28b53c5ff",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "For each of the big cities (excluding Cbus), determine where they are whole and split\n",
      "intersections ID'd.  Now plot where they are found\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"For each of the big cities (excluding Cbus), determine where they are whole and split\")\n",
    "\n",
    "splitLists, wholeLists = [list() for i in range(nBigUs) ], [list() for i in range(nBigUs) ]\n",
    "for t in popHDlist:\n",
    "    for i,L in enumerate(bigUvtdList):\n",
    "        if bigUcounty[i] in partialBigCset[t].union(HDfullCset[t]):\n",
    "            nIntersxn = len( set(bigUvtdList[i]).intersection(set(HDunitList[t])) )\n",
    "            if nIntersxn > 0:\n",
    "                if nIntersxn == len(bigUvtdList[i]) :\n",
    "                    wholeLists[i].append(t)\n",
    "                else:\n",
    "                    splitLists[i].append(t)\n",
    "print(\"intersections ID'd.  Now plot where they are found\")\n",
    "for i in range(nBigUs):\n",
    "    plotPoly(countyGeom[countyNo[bigUvtdList[i][0]] ], 2)\n",
    "    for v in bigUvtdList[i]:\n",
    "        plotPoly(tractGeom[v])\n",
    "    for v in wholeLists[i]:\n",
    "        if v not in bigUvtdList[i]:\n",
    "            plotPoly(tractGeom[v],0.2)\n",
    "            plotCenter(\"w\",tractCP[v])\n",
    "    for v in splitLists[i]:\n",
    "        if v not in bigUvtdList[i]:\n",
    "            plotCenter(\"s\",tractCP[v])\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "fe1c7f26-7172-4c36-a6c3-964b073424d5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fraction of city vtds in split-city HDs for city 0 in county 17\n",
      " nHDs that used whole, part of city are ... 217 719\n"
     ]
    },
    {
     "data": {
      "image/png": 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uuzR27Fh7/6OPPqoRI0YoNTVVBw8e1MKFC1VXV6c33nhDkhQIBELiRJJ9OxAIdPpcJSUlWrp0aVenCgAAIkyXA8Xv9+vPf/6z3n333ZD9c+bMsX/OyMhQSkqKJk2apGPHjmnUqFFdeq7i4mIVFRXZt4PBoNLS0ro2cQAAYLwuvcUzb948lZeX649//KOGDRv2lWOzs7MlSUePHpUkeb1eNTQ0hIy5ePtyn1txOp1yuVwhGwAA6L/CChTLsjRv3jxt2rRJO3fu1I033njF+9TU1EiSUlJSJEk+n0+1tbVqbGy0x2zfvl0ul0vp6enhTAcAAPRTYb3F4/f7VVZWpj/84Q9KSEiwPzPidrs1cOBAHTt2TGVlZZo6daqGDBmigwcPav78+br33nuVmZkpSZo8ebLS09M1Y8YMrVy5UoFAQIsWLZLf75fT6ez+MwQAABEnrCsoq1evVlNTkyZOnKiUlBR7++1vfytJcjgc2rFjhyZPnqzRo0frH//xH1VQUKDNmzfbjxETE6Py8nLFxMTI5/Ppb//2bzVz5syQ35sCAACubWFdQbEs6yuPp6WlqbKy8oqPM2LECG3ZsiWcpwYAANcQ/hYPAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOOEFSglJSW64447lJCQoOTkZD3wwAOqq6sLGXPhwgX5/X4NGTJEgwcPVkFBgRoaGkLG1NfXKz8/X/Hx8UpOTtaCBQvU1tZ29WcDAAD6hbACpbKyUn6/X3v37tX27dvV2tqqyZMn6/z58/aY+fPna/Pmzdq4caMqKyt18uRJPfjgg/bx9vZ25efnq6WlRXv27NG6deu0du1aLV68uPvOCgAARLQoy7Ksrt75008/VXJysiorK3XvvfeqqalJ119/vcrKyvTQQw9Jkj788EONGTNGVVVVmjBhgt5++21973vf08mTJ+XxeCRJa9as0cKFC/Xpp5/K4XBc8XmDwaDcbreamprkcrm6Ov3LuuHpt6445uMV+d3+vAAA9Ia+ep0L5/X7qj6D0tTUJElKSkqSJFVXV6u1tVU5OTn2mNGjR2v48OGqqqqSJFVVVSkjI8OOE0nKzc1VMBjUoUOHOn2e5uZmBYPBkA0AAPRfXQ6Ujo4OPfnkk7rrrrs0duxYSVIgEJDD4VBiYmLIWI/Ho0AgYI/5v3Fy8fjFY50pKSmR2+22t7S0tK5OGwAARIAuB4rf79ef//xnbdiwoTvn06ni4mI1NTXZ24kTJ3r8OQEAQN+J7cqd5s2bp/Lycu3evVvDhg2z93u9XrW0tOjMmTMhV1EaGhrk9XrtMe+9917I4138ls/FMV/mdDrldDq7MlUAABCBwrqCYlmW5s2bp02bNmnnzp268cYbQ45nZWVpwIABqqiosPfV1dWpvr5ePp9PkuTz+VRbW6vGxkZ7zPbt2+VyuZSenn415wIAAPqJsK6g+P1+lZWV6Q9/+IMSEhLsz4y43W4NHDhQbrdbs2bNUlFRkZKSkuRyufTEE0/I5/NpwoQJkqTJkycrPT1dM2bM0MqVKxUIBLRo0SL5/X6ukgAAAElhBsrq1aslSRMnTgzZ//rrr+uxxx6TJL344ouKjo5WQUGBmpublZubq1WrVtljY2JiVF5errlz58rn82nQoEEqLCzUsmXLru5MAABAvxFWoHydX5kSFxen0tJSlZaWXnbMiBEjtGXLlnCeGgAAXEP4WzwAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA44QdKLt379a0adOUmpqqqKgovfnmmyHHH3vsMUVFRYVsU6ZMCRlz+vRpTZ8+XS6XS4mJiZo1a5bOnTt3VScCAAD6j7AD5fz587rttttUWlp62TFTpkzRqVOn7O03v/lNyPHp06fr0KFD2r59u8rLy7V7927NmTMn/NkDAIB+KTbcO+Tl5SkvL+8rxzidTnm93k6PHTlyRFu3btX+/fs1fvx4SdIrr7yiqVOn6vnnn1dqamq4UwIAAP1Mj3wGZdeuXUpOTtYtt9yiuXPn6vPPP7ePVVVVKTEx0Y4TScrJyVF0dLT27dvX6eM1NzcrGAyGbAAAoP/q9kCZMmWKfv3rX6uiokL//M//rMrKSuXl5am9vV2SFAgElJycHHKf2NhYJSUlKRAIdPqYJSUlcrvd9paWltbd0wYAAAYJ+y2eK3nkkUfsnzMyMpSZmalRo0Zp165dmjRpUpces7i4WEVFRfbtYDBIpAAA0I/1+NeMR44cqaFDh+ro0aOSJK/Xq8bGxpAxbW1tOn369GU/t+J0OuVyuUI2AADQf/V4oHzyySf6/PPPlZKSIkny+Xw6c+aMqqur7TE7d+5UR0eHsrOze3o6AAAgAoT9Fs+5c+fsqyGSdPz4cdXU1CgpKUlJSUlaunSpCgoK5PV6dezYMT311FO66aablJubK0kaM2aMpkyZotmzZ2vNmjVqbW3VvHnz9Mgjj/ANHgAAIKkLV1Def/993X777br99tslSUVFRbr99tu1ePFixcTE6ODBg/r+97+vm2++WbNmzVJWVpb+8z//U06n036M9evXa/To0Zo0aZKmTp2qu+++W7/85S+776wAAEBEC/sKysSJE2VZ1mWPb9u27YqPkZSUpLKysnCfGgAAXCP4WzwAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjBN2oOzevVvTpk1TamqqoqKi9Oabb4YctyxLixcvVkpKigYOHKicnBz95S9/CRlz+vRpTZ8+XS6XS4mJiZo1a5bOnTt3VScCAAD6j7AD5fz587rttttUWlra6fGVK1fq5Zdf1po1a7Rv3z4NGjRIubm5unDhgj1m+vTpOnTokLZv367y8nLt3r1bc+bM6fpZAACAfiU23Dvk5eUpLy+v02OWZemll17SokWLdP/990uSfv3rX8vj8ejNN9/UI488oiNHjmjr1q3av3+/xo8fL0l65ZVXNHXqVD3//PNKTU29itMBAAD9Qbd+BuX48eMKBALKycmx97ndbmVnZ6uqqkqSVFVVpcTERDtOJCknJ0fR0dHat29fp4/b3NysYDAYsgEAgP6rWwMlEAhIkjweT8h+j8djHwsEAkpOTg45Hhsbq6SkJHvMl5WUlMjtdttbWlpad04bAAAYJiK+xVNcXKympiZ7O3HiRF9PCQAA9KBuDRSv1ytJamhoCNnf0NBgH/N6vWpsbAw53tbWptOnT9tjvszpdMrlcoVsAACg/+rWQLnxxhvl9XpVUVFh7wsGg9q3b598Pp8kyefz6cyZM6qurrbH7Ny5Ux0dHcrOzu7O6QAAgAgV9rd4zp07p6NHj9q3jx8/rpqaGiUlJWn48OF68skn9bOf/Uzf+MY3dOONN+qnP/2pUlNT9cADD0iSxowZoylTpmj27Nlas2aNWltbNW/ePD3yyCN8gwcAAEjqQqC8//77+s53vmPfLioqkiQVFhZq7dq1euqpp3T+/HnNmTNHZ86c0d13362tW7cqLi7Ovs/69es1b948TZo0SdHR0SooKNDLL7/cDacDAAD6gyjLsqy+nkS4gsGg3G63mpqaeuTzKDc8/dYVx3y8Ir/bnxcAgN7QV69z4bx+R8S3eAAAwLWFQAEAAMYhUAAAgHEIFAAAYBwCBQAAGIdAAQAAxiFQAACAcQgUAABgHAIFAAAYh0ABAADGIVAAAIBxCBQAAGAcAgUAABiHQAEAAMYhUAAAgHEIFAAAYBwCBQAAGIdAAQAAxiFQAACAcQgUAABgHAIFAAAYh0ABAADGIVAAAIBxCBQAAGAcAgUAABiHQAEAAMYhUAAAgHEIFAAAYBwCBQAAGIdAAQAAxiFQAACAcQgUAABgnG4PlGeffVZRUVEh2+jRo+3jFy5ckN/v15AhQzR48GAVFBSooaGhu6cBAAAiWI9cQbn11lt16tQpe3v33XftY/Pnz9fmzZu1ceNGVVZW6uTJk3rwwQd7YhoAACBCxfbIg8bGyuv1XrK/qalJr732msrKynTfffdJkl5//XWNGTNGe/fu1YQJE3piOgAAIML0yBWUv/zlL0pNTdXIkSM1ffp01dfXS5Kqq6vV2tqqnJwce+zo0aM1fPhwVVVVXfbxmpubFQwGQzYAANB/dXugZGdna+3atdq6datWr16t48eP65577tHZs2cVCATkcDiUmJgYch+Px6NAIHDZxywpKZHb7ba3tLS07p42AAAwSLe/xZOXl2f/nJmZqezsbI0YMUK/+93vNHDgwC49ZnFxsYqKiuzbwWCQSAEAoB/r8a8ZJyYm6uabb9bRo0fl9XrV0tKiM2fOhIxpaGjo9DMrFzmdTrlcrpANAAD0Xz0eKOfOndOxY8eUkpKirKwsDRgwQBUVFfbxuro61dfXy+fz9fRUAABAhOj2t3j+6Z/+SdOmTdOIESN08uRJLVmyRDExMfrhD38ot9utWbNmqaioSElJSXK5XHriiSfk8/n4Bg8AALB1e6B88skn+uEPf6jPP/9c119/ve6++27t3btX119/vSTpxRdfVHR0tAoKCtTc3Kzc3FytWrWqu6cBAAAiWLcHyoYNG77yeFxcnEpLS1VaWtrdTw0AAPoJ/hYPAAAwDoECAACMQ6AAAADjECgAAMA4BAoAADAOgQIAAIxDoAAAAOMQKAAAwDgECgAAMA6BAgAAjEOgAAAA4xAoAADAOAQKAAAwTrf/NeNrxQ1Pv3XFMR+vyO+FmQAA0P9wBQUAABiHQAEAAMYhUAAAgHEIFAAAYBwCBQAAGIdAAQAAxiFQAACAcQgUAABgHAIFAAAYh0ABAADGIVAAAIBxCBQAAGAcAgUAABiHQAEAAMYhUAAAgHEIFAAAYBwCBQAAGKdPA6W0tFQ33HCD4uLilJ2drffee68vpwMAAAzRZ4Hy29/+VkVFRVqyZIk++OAD3XbbbcrNzVVjY2NfTQkAABiizwLlhRde0OzZs/WjH/1I6enpWrNmjeLj4/WrX/2qr6YEAAAMEdsXT9rS0qLq6moVFxfb+6Kjo5WTk6OqqqpLxjc3N6u5udm+3dTUJEkKBoM9Mr+O5i+65XF6an4AAFyNr/M61xOvYRcf07KsK47tk0D57LPP1N7eLo/HE7Lf4/Howw8/vGR8SUmJli5desn+tLS0Hptjd3C/1NczAACga3ryNezs2bNyu91fOaZPAiVcxcXFKioqsm93dHTo9OnTGjJkiKKiorrlOYLBoNLS0nTixAm5XK5ueUx0jrXuPax172Cdew9r3Xt6Yq0ty9LZs2eVmpp6xbF9EihDhw5VTEyMGhoaQvY3NDTI6/VeMt7pdMrpdIbsS0xM7JG5uVwu/tH3Eta697DWvYN17j2sde/p7rW+0pWTi/rkQ7IOh0NZWVmqqKiw93V0dKiiokI+n68vpgQAAAzSZ2/xFBUVqbCwUOPHj9edd96pl156SefPn9ePfvSjvpoSAAAwRJ8FysMPP6xPP/1UixcvViAQ0Lhx47R169ZLPjjbW5xOp5YsWXLJW0nofqx172Gtewfr3HtY697T12sdZX2d7/oAAAD0Iv4WDwAAMA6BAgAAjEOgAAAA4xAoAADAONdUoJSWluqGG25QXFycsrOz9d57733l+I0bN2r06NGKi4tTRkaGtmzZ0kszjXzhrPWrr76qe+65R9ddd52uu+465eTkXPE/G/x/4f67vmjDhg2KiorSAw880LMT7CfCXeczZ87I7/crJSVFTqdTN998M/8b8jWFu9YvvfSSbrnlFg0cOFBpaWmaP3++Lly40EuzjUy7d+/WtGnTlJqaqqioKL355ptXvM+uXbv0zW9+U06nUzfddJPWrl3bs5O0rhEbNmywHA6H9atf/co6dOiQNXv2bCsxMdFqaGjodPyf/vQnKyYmxlq5cqV1+PBha9GiRdaAAQOs2traXp555Al3rR999FGrtLTUOnDggHXkyBHrscces9xut/XJJ5/08swjT7hrfdHx48etv/mbv7Huuece6/777++dyUawcNe5ubnZGj9+vDV16lTr3XfftY4fP27t2rXLqqmp6eWZR55w13r9+vWW0+m01q9fbx0/ftzatm2blZKSYs2fP7+XZx5ZtmzZYj3zzDPWG2+8YUmyNm3a9JXjP/roIys+Pt4qKiqyDh8+bL3yyitWTEyMtXXr1h6b4zUTKHfeeafl9/vt2+3t7VZqaqpVUlLS6fgf/OAHVn5+fsi+7Oxs6+///u97dJ79Qbhr/WVtbW1WQkKCtW7dup6aYr/RlbVua2uzvvWtb1n/9m//ZhUWFhIoX0O467x69Wpr5MiRVktLS29Nsd8Id639fr913333hewrKiqy7rrrrh6dZ3/ydQLlqaeesm699daQfQ8//LCVm5vbY/O6Jt7iaWlpUXV1tXJycux90dHRysnJUVVVVaf3qaqqChkvSbm5uZcdj7/qylp/2RdffKHW1lYlJSX11DT7ha6u9bJly5ScnKxZs2b1xjQjXlfW+T/+4z/k8/nk9/vl8Xg0duxYPffcc2pvb++taUekrqz1t771LVVXV9tvA3300UfasmWLpk6d2itzvlb0xWtiRPw146v12Wefqb29/ZLfUuvxePThhx92ep9AINDp+EAg0GPz7A+6stZftnDhQqWmpl7yXwaE6spav/vuu3rttddUU1PTCzPsH7qyzh999JF27typ6dOna8uWLTp69Kh+/OMfq7W1VUuWLOmNaUekrqz1o48+qs8++0x33323LMtSW1ubHn/8cf3kJz/pjSlfMy73mhgMBvW///u/GjhwYLc/5zVxBQWRY8WKFdqwYYM2bdqkuLi4vp5Ov3L27FnNmDFDr776qoYOHdrX0+nXOjo6lJycrF/+8pfKysrSww8/rGeeeUZr1qzp66n1O7t27dJzzz2nVatW6YMPPtAbb7yht956S8uXL+/rqeEqXRNXUIYOHaqYmBg1NDSE7G9oaJDX6+30Pl6vN6zx+KuurPVFzz//vFasWKEdO3YoMzOzJ6fZL4S71seOHdPHH3+sadOm2fs6OjokSbGxsaqrq9OoUaN6dtIRqCv/plNSUjRgwADFxMTY+8aMGaNAIKCWlhY5HI4enXOk6spa//SnP9WMGTP0d3/3d5KkjIwMnT9/XnPmzNEzzzyj6Gj+f3h3uNxrosvl6pGrJ9I1cgXF4XAoKytLFRUV9r6Ojg5VVFTI5/N1eh+fzxcyXpK2b99+2fH4q66stSStXLlSy5cv19atWzV+/PjemGrEC3etR48erdraWtXU1Njb97//fX3nO99RTU2N0tLSenP6EaMr/6bvuusuHT161A5ASfqv//ovpaSkECdfoStr/cUXX1wSIRfD0OJPzXWbPnlN7LGP3xpmw4YNltPptNauXWsdPnzYmjNnjpWYmGgFAgHLsixrxowZ1tNPP22P/9Of/mTFxsZazz//vHXkyBFryZIlfM34awp3rVesWGE5HA7r97//vXXq1Cl7O3v2bF+dQsQId62/jG/xfD3hrnN9fb2VkJBgzZs3z6qrq7PKy8ut5ORk62c/+1lfnULECHetlyxZYiUkJFi/+c1vrI8++sh65513rFGjRlk/+MEP+uoUIsLZs2etAwcOWAcOHLAkWS+88IJ14MAB67//+78ty7Ksp59+2poxY4Y9/uLXjBcsWGAdOXLEKi0t5WvG3emVV16xhg8fbjkcDuvOO++09u7dax/79re/bRUWFoaM/93vfmfdfPPNlsPhsG699Vbrrbfe6uUZR65w1nrEiBGWpEu2JUuW9P7EI1C4/67/LwLl6wt3nffs2WNlZ2dbTqfTGjlypPXzn//camtr6+VZR6Zw1rq1tdV69tlnrVGjRllxcXFWWlqa9eMf/9j6n//5n96feAT54x//2On/7l5c28LCQuvb3/72JfcZN26c5XA4rJEjR1qvv/56j84xyrK4BgYAAMxyTXwGBQAARBYCBQAAGIdAAQAAxiFQAACAcQgUAABgHAIFAAAYh0ABAADGIVAAAIBxCBQAAGAcAgUAABiHQAEAAMYhUAAAgHH+Hzcj3/sUHtPpAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fraction of city vtds in split-city HDs for city 1 in county 30\n",
      " nHDs that used whole, part of city are ... 287 371\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fraction of city vtds in split-city HDs for city 2 in county 47\n",
      " nHDs that used whole, part of city are ... 425 388\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fraction of city vtds in split-city HDs for city 3 in county 76\n",
      " nHDs that used whole, part of city are ... 470 280\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "fraction of city vtds in split-city HDs for city 4 in county 56\n",
      " nHDs that used whole, part of city are ... 390 308\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(nBigUs):\n",
    "    print(\"fraction of city vtds in split-city HDs for city\",i,\"in county\",bigUcounty[i])\n",
    "    print(\" nHDs that used whole, part of city are ...\",len(wholeLists[i]),len(splitLists[i]) )\n",
    "    plt.hist([len( set(bigUvtdList[i]).intersection(set(HDunitList[t])) )/float(len(bigUvtdList[i])) for t in splitLists[i] ],bins=50)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f2bd2dfe-9e03-47bd-ac17-fa043f5b0332",
   "metadata": {},
   "outputs": [],
   "source": [
    "origList, origUse = [HDunitList[t].copy() for t in range(nHDs)], unitUse.copy() #safek\n",
    "adjList = [HDunitList[t].copy() for t in range(nHDs)]\n",
    "adjUse = unitUse.copy()  #\"adj\" are after the city-level swapping below ...\n",
    "adjPop = HDvPop.copy()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "76672633-502f-4cd2-9a89-829de93e5bcf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now attempt to bifurcate into in vs. out, maintaining same total city use.\n",
      "first, exclude from HDs, working from least-used to most, until city use is UNCHANGED from orig (even if deviates from unity).\n",
      "Shore up these HDs with in-county vtds.  For Cleveland, add contiguous underused.  Others, add closest.\n",
      "Then shed in-county from HDs that absorbed the full city.  Add closest, except Cleveland shed overused.\n",
      "In this block, we will only tackle Cleveland and Cincy.  Save this result, then tackle Akron-Dayton-Toledo\n",
      "city 0 has total current use of 0.9972005166073138 . Now I partition into in/out\n",
      "Of the 719 HDs which originally split city 0 415 take whole, rejected by 304\n",
      " The adjusted global use of the city is 0.99733 vs original 0.9972\n",
      "city 1 has total current use of 1.0400832315753274 . Now I partition into in/out\n",
      "Of the 371 HDs which originally split city 1 274 take whole, rejected by 97\n",
      " The adjusted global use of the city is 1.03946 vs original 1.04008\n",
      "city 2 has total current use of 0.9833370239064112 . Now I partition into in/out\n",
      "Of the 388 HDs which originally split city 2 158 take whole, rejected by 230\n",
      " The adjusted global use of the city is 0.98315 vs original 0.98334\n",
      "city 3 has total current use of 1.0087760064659999 . Now I partition into in/out\n",
      "Of the 280 HDs which originally split city 3 140 take whole, rejected by 140\n",
      " The adjusted global use of the city is 1.00867 vs original 1.00878\n",
      "city 4 has total current use of 1.0071675481181857 . Now I partition into in/out\n",
      "Of the 308 HDs which originally split city 4 168 take whole, rejected by 140\n",
      " The adjusted global use of the city is 1.00723 vs original 1.00717\n"
     ]
    }
   ],
   "source": [
    "print(\"Now attempt to bifurcate into in vs. out, maintaining same total city use.\")\n",
    "print(\"first, exclude from HDs, working from least-used to most, until city use is UNCHANGED from orig (even if deviates from unity).\")\n",
    "print(\"Shore up these HDs with in-county vtds.  For Cleveland, add contiguous underused.  Others, add closest.\")\n",
    "print(\"Then shed in-county from HDs that absorbed the full city.  Add closest, except Cleveland shed overused.\")\n",
    "print(\"In this block, we will only tackle Cleveland and Cincy.  Save this result, then tackle Akron-Dayton-Toledo\")\n",
    "inList, outList, origFrac = [list() for i in range(nBigUs)], [list() for i in range(nBigUs)], [list() for i in range(nBigUs)]\n",
    "origScore = [list() for i in range(nBigUs)]\n",
    "origUse, totUse = [0.]*nBigUs, [0.]*nBigUs\n",
    "for i in range(5):\n",
    "    cityCP = getHDcp(tractCP, tractPop, bigUvtdList[i] )\n",
    "    for t in wholeLists[i]:\n",
    "        totUse[i]  += nDistricts * HDwt[t]\n",
    "        origUse[i] += nDistricts * HDwt[t]\n",
    "    for t in splitLists[i]:\n",
    "        oFrac = np.sum([ tractPop[v] for v in set(HDunitList[t]).intersection(set( bigUvtdList[i]) ) ]) / bigUpops[i]\n",
    "        origUse[i] += oFrac * nDistricts * HDwt[t]\n",
    "        origFrac[i].append(oFrac)\n",
    "        origScore[i].append(-1.*oFrac + getLongDist(cityCP, tractCP[t],xScale) / avgL[t] )  #low score is best\n",
    "    print(\"city\",i,\"has total current use of\",origUse[i],\". Now I partition into in/out\")\n",
    "    ij, idx = 0, np.argsort(origScore[i])  #np.argsort(origFrac[i])\n",
    "    while totUse[i] < 0.999 * origUse[i] and ij < len(origScore[i]):\n",
    "        ijk = idx[ij]\n",
    "        t = splitLists[i][ijk]\n",
    "        inList[i].append(t)\n",
    "        totUse[i] += nDistricts * HDwt[t] \n",
    "        ij += 1\n",
    "    outList[i] = list( set(splitLists[i]).difference(set(inList[i])) )\n",
    "    print(\"Of the\",len(splitLists[i]),\"HDs which originally split city\",i,len(inList[i]),\"take whole, rejected by\",len(outList[i]) )\n",
    "    print(\" The adjusted global use of the city is\",r5(totUse[i]),\"vs original\",r5(origUse[i]) )\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "3b174243-8126-4941-a096-43ebe903947d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "visualizing the ins and outs by city, using combo of distance and use\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"visualizing the ins and outs by city, using combo of distance and use\")\n",
    "for i in range(5):\n",
    "    c = bigUcounty[i]\n",
    "    plotPoly(countyGeom[c])\n",
    "    for t in inList[i]:\n",
    "        plotPoly(tractGeom[t])\n",
    "        #plotCenter(\"in\",tractCP[t],6)\n",
    "    for t in outList[i]:\n",
    "        plotPoly(tractGeom[t],0.2)\n",
    "        plotCenter(\"o\",tractCP[t],6)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "2836f37c-2cba-4fb0-808b-fbe849203a52",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Naive in-out lists for Hamilton based on use and distance reduce in-Ham sampling of Cincy\n",
      "lets visualize Cincy VTD use for Ham vs. non-Ham\n",
      "fraction of city vtds in split-city HDs for city 4 in county 56\n",
      " nHDs that used whole, part of city are ... 390 308\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "visualizing the low-Cincy users in Ham\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Naive in-out lists for Hamilton based on use and distance reduce in-Ham sampling of Cincy\")\n",
    "print(\"lets visualize Cincy VTD use for Ham vs. non-Ham\")\n",
    "print(\"fraction of city vtds in split-city HDs for city\",i,\"in county\",bigUcounty[i])\n",
    "print(\" nHDs that used whole, part of city are ...\",len(wholeLists[i]),len(splitLists[i]) )\n",
    "HamSplitSet = set(splitLists[i]).intersection(countyTractSet[30])\n",
    "nonHamSplitSet = set(splitLists[i]).difference(HamSplitSet)\n",
    "plt.hist([len( set(bigUvtdList[i]).intersection(set(HDunitList[t])) )/float(len(bigUvtdList[i])) for t in HamSplitSet ],\n",
    "         label=\"Ham HDs\",bins=50,histtype=\"step\")\n",
    "plt.hist([len( set(bigUvtdList[i]).intersection(set(HDunitList[t])) )/float(len(bigUvtdList[i])) for t in nonHamSplitSet ],\n",
    "         label=\"other\",bins=50,histtype=\"step\")\n",
    "plt.legend()\n",
    "plt.show()\n",
    "\n",
    "plotPoly(countyGeom[30])\n",
    "print(\"visualizing the low-Cincy users in Ham\")\n",
    "for t in HamSplitSet:\n",
    "    if len( set(bigUvtdList[i]).intersection(set(HDunitList[t])) )/float(len(bigUvtdList[i])) < 0.5:\n",
    "        plotPoly(tractGeom[t])\n",
    "        plotCenter(\"L\",tractCP[t])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "d5dfcfe6-28a2-4c6b-b5d4-114c80e64f73",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, city by city, implement in-out, shedding or shoring as needed.  Start w Cleveland\n",
      "prior to city in-out, county 17 has unit avg use, SD of use of 0.98992 0.0509\n",
      "working on attempted city-filling 0 out of 415 0.0 sec elapsed\n",
      "working on attempted city-filling 40 out of 415 1.4108 sec elapsed\n",
      "working on attempted city-filling 80 out of 415 2.91705 sec elapsed\n",
      "working on attempted city-filling 120 out of 415 4.30199 sec elapsed\n",
      "working on attempted city-filling 160 out of 415 5.82351 sec elapsed\n",
      "working on attempted city-filling 200 out of 415 7.16366 sec elapsed\n",
      "working on attempted city-filling 240 out of 415 8.84025 sec elapsed\n",
      "working on attempted city-filling 280 out of 415 10.35001 sec elapsed\n",
      "working on attempted city-filling 320 out of 415 11.90615 sec elapsed\n",
      "working on attempted city-filling 360 out of 415 13.40104 sec elapsed\n",
      "working on attempted city-filling 400 out of 415 15.42239 sec elapsed\n",
      "all done with city 0 filling attempts. nSuccess, nFail were 415 0\n",
      "17 has adjusted unit avg use, SD of use of 0.9912 0.05604\n"
     ]
    }
   ],
   "source": [
    "#In general, use balance of proximity + % originally absorbed to drive in-out split\n",
    "print(\"Now, city by city, implement in-out, shedding or shoring as needed.  Start w Cleveland\")\n",
    "i = 0 #Cleveland\n",
    "c = countyNo[ bigUvtdList[i][0] ]\n",
    "nSwapSuccess, nSwapFail = 0,0\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out, county\",c,\"has unit avg use, SD of use of\",r5(cAvg), r5(cSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(inList[i]):\n",
    "    if jj%40 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(inList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).union(bigVset) )\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop > aDP + toler and canShed:\n",
    "        bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canShed = False\n",
    "        else:  \n",
    "            availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canShed and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).difference({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        shedV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canShed = False\n",
    "            else:\n",
    "                tryList.remove(shedV)\n",
    "                tryPop -= tractPop[shedV]     \n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "0c2a5c49-2bb2-4af1-b237-cf9dffbfecc8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "adjusted HD 4281\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "adjusted HD 4653\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "adjusted HD 3888\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for t in [inList[i][-1],inList[i][-2], inList[i][-3]] :\n",
    "    print(\"adjusted HD\",t)\n",
    "    plotPoly(tractCP[t].buffer(0.1) )\n",
    "    for u in adjList[t]:\n",
    "        plotPoly(tractGeom[u])\n",
    "    plt.show()\n",
    "#OK, we have only one oddball, where the original city use was low, but we had to add full city to even out overall city usage"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "d3d65eec-5f9d-45ea-86ef-a78b8fb7a51b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OK, the last one added for Cleveland (4281) is nonsensical.  Convert it to Cleve-rejecting\n",
      "Here was the original HD for 4281 .  We will convert later to a Cleveland-rejecter\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"OK, the last one added for Cleveland (4281) is nonsensical.  Convert it to Cleve-rejecting\")\n",
    "t= 4281\n",
    "shedSet, addSet = set(adjList[t]).difference(set(HDunitList[t])), set(HDunitList[t]).difference(set( adjList[t] ))\n",
    "for u in shedSet:\n",
    "    adjUse[u] -= HDwt[t] * nDistricts\n",
    "for u in addSet:\n",
    "    adjUse[u] += HDwt[t] * nDistricts\n",
    "outList[i].append(t)\n",
    "print(\"Here was the original HD for\",t,\".  We will convert later to a Cleveland-rejecter\")\n",
    "plotPoly(tractCP[t].buffer(0.1) )\n",
    "for u in HDunitList[t]:\n",
    "    plotPoly(tractGeom[u])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "5c544635-7e7a-4318-8618-20fe8a4cef80",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now do the outlist for big city 0\n",
      "number of in-city vtds in HD for the outlist ..\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Now do the outlist for big city\",i,)\n",
    "plt.hist([len(bigVset.intersection(set(HDunitList[t])) ) for t in outList[i] ],bins=20)\n",
    "print(\"number of in-city vtds in HD for the outlist ..\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "7c0fd505-3e6f-41f1-b444-a98dd04698dc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now jettisoning these city pieces, shoring back up in-county ...\n",
      "working on attempted city-shedding 0 out of 305\n",
      "working on attempted city-shedding 30 out of 305\n",
      "working on attempted city-shedding 60 out of 305\n",
      "working on attempted city-shedding 90 out of 305\n",
      "working on attempted city-shedding 120 out of 305\n",
      "working on attempted city-shedding 150 out of 305\n",
      "working on attempted city-shedding 180 out of 305\n",
      "working on attempted city-shedding 210 out of 305\n",
      "working on attempted city-shedding 240 out of 305\n",
      "working on attempted city-shedding 270 out of 305\n",
      "working on attempted city-shedding 300 out of 305\n",
      "all done with city 0 filling attempts. nSuccess, nFail were 305 0\n",
      "17 has adjusted unit avg use, SD of use of 0.99112 0.05189\n"
     ]
    }
   ],
   "source": [
    "print(\"Now jettisoning these city pieces, shoring back up in-county ...\")\n",
    "c = countyNo[ list(bigVset)[0] ]  #just to be sure ...\n",
    "nSwapSuccess, nSwapFail = 0,0\n",
    "addableUnitSet = countyTractSet[c].difference(bigVset)  #bigVset.intersection(coreVset)  ##if we had defined coreVset\n",
    "for jj,t in enumerate(outList[i]):\n",
    "    if jj%30 == 0:\n",
    "        print(\"working on attempted city-shedding\",jj,\"out of\",len(outList[i]) )\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "\n",
    "    while tryPop < aDP - toler and canAdd:\n",
    "        availVs = list( set( getAdjoiners(tryList,unitNbrs) ).intersection(addableUnitSet ) )\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:\n",
    "            availScore = [getLongDist(tractCP[v],tractCP[t],xScale)/avgL[t] + adjUse[v]*adjUse[v] for v in availVs]\n",
    "            ij, idx, notPicked2 = 0, np.argsort(availScore), True\n",
    "            while notPicked2 and ij < len(idx) - 1 :\n",
    "                addV = availVs[idx[ij]]\n",
    "                ij +=1\n",
    "                eLists = getEnclaveLists(tryList + [addV],unitNbrs)\n",
    "                if len(eLists) == 0:\n",
    "                    notPicked2 = False\n",
    "                    tryList.append(addV)\n",
    "                    tryPop += tractPop[addV]\n",
    "            if notPicked: #none of availVs avoided enclave\n",
    "                canAdd = False\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4d56f5d1-eb6e-4cd9-a831-b6eaaa1cd509",
   "metadata": {},
   "outputs": [],
   "source": [
    "#Above good and quick for Cleveland.  Next up = Hamilton"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "f89ab729-98ca-4b5a-a251-3d98f91ca279",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, move to 2nd city, implement in-out, shedding or shoring as needed.\n",
      "prior to city in-out, county 30 has unit avg use, SD of use of 1.00495 0.06519\n",
      "working on attempted city-filling 0 out of 274 0.0 sec elapsed\n",
      "working on attempted city-filling 20 out of 274 3.502 sec elapsed\n",
      "working on attempted city-filling 40 out of 274 9.085 sec elapsed\n",
      "working on attempted city-filling 60 out of 274 15.247 sec elapsed\n",
      "working on attempted city-filling 80 out of 274 23.103 sec elapsed\n",
      "working on attempted city-filling 100 out of 274 34.487 sec elapsed\n",
      "working on attempted city-filling 120 out of 274 44.962 sec elapsed\n",
      "working on attempted city-filling 140 out of 274 50.237 sec elapsed\n",
      "working on attempted city-filling 160 out of 274 58.92 sec elapsed\n",
      "working on attempted city-filling 180 out of 274 71.226 sec elapsed\n",
      "working on attempted city-filling 200 out of 274 93.304 sec elapsed\n",
      "working on attempted city-filling 220 out of 274 112.05 sec elapsed\n",
      "working on attempted city-filling 240 out of 274 175.509 sec elapsed\n",
      " we failed to absorb full Cincy for HD 161\n",
      " we failed to absorb full Cincy for HD 163\n",
      " we failed to absorb full Cincy for HD 5539\n",
      " we failed to absorb full Cincy for HD 5541\n",
      "working on attempted city-filling 260 out of 274 286.255 sec elapsed\n",
      " we failed to absorb full Cincy for HD 5610\n",
      " we failed to absorb full Cincy for HD 167\n",
      "all done with city 1 filling attempts. nSuccess, nFail were 268 6\n",
      "30 has adjusted unit avg use, SD of use of 1.00606 0.07675\n"
     ]
    }
   ],
   "source": [
    "#In Hamilton, western VTDs have little Cincy absorption, so good to reject\n",
    "print(\"Now, move to 2nd city, implement in-out, shedding or shoring as needed.\")\n",
    "i = 1 #Cincy\n",
    "c = countyNo[ bigUvtdList[i][0] ]\n",
    "nSwapSuccess, nSwapFail = 0,0\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "HamFailList = list()\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out, county\",c,\"has unit avg use, SD of use of\",r5(cAvg), r5(cSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(inList[i]):\n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(inList[i]),r3(time.time()-startTime),\"sec elapsed\" )\n",
    "    tryList = list(set(HDunitList[t]).union(bigVset) )\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop > aDP + toler and canShed:\n",
    "        bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canShed = False\n",
    "        else:  \n",
    "            availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canShed and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).difference({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        shedV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canShed = False\n",
    "            else:\n",
    "                tryList.remove(shedV)\n",
    "                tryPop -= tractPop[shedV]     \n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        HamFailList.append(t)\n",
    "        print(\" we failed to absorb full Cincy for HD\",t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "4311e269-84b2-4942-a602-13a0d6f75c4b",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "plotting the failures\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "we need to find 8947 worth of outList HDs to make up for the fails\n",
      "work from most- to least-Cincy absorbing\n"
     ]
    }
   ],
   "source": [
    "HamFailPop = np.sum([tractPop[v] for v in HamFailList ])\n",
    "plotPoly(countyGeom[c])\n",
    "for v in HamFailList:\n",
    "    plotPoly(tractGeom[v])\n",
    "print(\"plotting the failures\")\n",
    "plt.show()\n",
    "print(\"we need to find\",HamFailPop,\"worth of outList HDs to make up for the fails\")\n",
    "print(\"work from most- to least-Cincy absorbing\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "f3d5d44c-da9b-4220-a6ce-2697a7704c79",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "substitute in some HDs in Hamilton that were going to be in the shed list, but now put in the full-Cincy list\n",
      "HamFailPop, subPop, subList 8947 8129 [1229, 1329, 1330, 1558, 1631, 1679]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"substitute in some HDs in Hamilton that were going to be in the shed list, but now put in the full-Cincy list\")\n",
    "subList, subPop = list(), 0\n",
    "plotPoly(countyGeom[c])\n",
    "for j,t in enumerate(splitLists[i]):\n",
    "    if origFrac[i][j] > 0.713 and tractCP[t].x < -84.25 and t in countyTractList[c] and t not in inList[i]:\n",
    "        subList.append(t)\n",
    "        subPop += tractPop[t]\n",
    "        plotPoly(tractGeom[t])\n",
    "print(\"HamFailPop, subPop, subList\",HamFailPop, subPop,subList)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "23551a35-da17-4d74-8a99-3601bbb7ac90",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Add full Cincy to these subs.\n",
      "prior to additional city in, county 30 has unit avg use, SD of use of 1.00495 0.06519\n",
      "working on attempted city-filling 0 out of 6\n",
      "all done with city 1 filling attempts. nSuccess, nFail were 6 0\n",
      "30 has adjusted unit avg use, SD of use of 1.00614 0.07801\n"
     ]
    }
   ],
   "source": [
    "#In Hamilton, western VTDs have little Cincy absorption, so good to reject\n",
    "print(\"Add full Cincy to these subs.\")\n",
    "i = 1 #Cincy\n",
    "c = countyNo[ bigUvtdList[i][0] ]\n",
    "nSwapSuccess, nSwapFail = 0,0\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "HamFailList2 = list()\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to additional city in, county\",c,\"has unit avg use, SD of use of\",r5(cAvg), r5(cSD) )\n",
    "for jj, t in enumerate(subList):  #inList[i]\n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(subList) )\n",
    "    tryList = list(set(HDunitList[t]).union(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop > aDP + toler and canShed:\n",
    "        bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canShed = False\n",
    "        else:  \n",
    "            availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canShed and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).difference({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        shedV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canShed = False\n",
    "            else:\n",
    "                tryList.remove(shedV)\n",
    "                tryPop -= tractPop[shedV]     \n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        HamFailList2.append(t)\n",
    "        print(\" we failed to absorb full Cincy for HD\",t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "82267876-fcbf-4106-baab-f722e0638651",
   "metadata": {},
   "outputs": [],
   "source": [
    "### when I resume -- adjust below to first check if adding all nonCincy Hamilton will complete pop\n",
    "### if not -- add the full nonCincy, then grow the nonHam partialBigCset until pop satisfied ************"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "a4d1fde9-96ca-4713-8cb2-fe713ad07a4c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now do rejection of Cincy.  Need to adjust outList, as we must reject from Ham Failed List but not successful subList\n",
      "working on attempted city-shedding 0 out of 97 0 sec elapsed\n",
      "failed to shed city 1 from HD 1562\n",
      "working on attempted city-shedding 10 out of 97 788 sec elapsed\n",
      "failed to shed city 1 from HD 1335\n",
      "failed to shed city 1 from HD 1667\n",
      "working on attempted city-shedding 20 out of 97 2856 sec elapsed\n",
      "working on attempted city-shedding 30 out of 97 2873 sec elapsed\n",
      "working on attempted city-shedding 40 out of 97 2904 sec elapsed\n",
      "working on attempted city-shedding 50 out of 97 2934 sec elapsed\n",
      "working on attempted city-shedding 60 out of 97 2946 sec elapsed\n",
      "failed to shed city 1 from HD 1224\n",
      "working on attempted city-shedding 70 out of 97 4167 sec elapsed\n",
      "working on attempted city-shedding 80 out of 97 4178 sec elapsed\n",
      "working on attempted city-shedding 90 out of 97 4233 sec elapsed\n",
      "all done with city 1 filling attempts. nSuccess, nFail were 93 4\n",
      "30 has adjusted unit avg use, SD of use of 1.00613 0.05668\n"
     ]
    }
   ],
   "source": [
    "print(\"Now do rejection of Cincy.  Need to adjust outList, as we must reject from Ham Failed List but not successful subList\")\n",
    "c = countyNo[ list(bigVset)[0] ]  #just to be sure ...\n",
    "nSwapSuccess, nSwapFail, shedFailList = 0,0, list()\n",
    "addableUnitSet = countyTractSet[c].difference(bigVset)  #bigVset.intersection(coreVset)  ##if we had defined coreVset\n",
    "rejectingList = list((set(HamFailList).union(set(outList[i])) ).difference(set(subList).difference(set(HamFailList2)) ) )\n",
    "startTime = time.time()\n",
    "for jj,t in enumerate(rejectingList): #(outList[i]):\n",
    "    if jj%10 == 0:\n",
    "        print(\"working on attempted city-shedding\",jj,\"out of\",len(rejectingList),int(time.time()-startTime),\"sec elapsed\" ) \n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "\n",
    "    while tryPop < aDP - toler and canAdd:\n",
    "        availVs = list( set( getAdjoiners(tryList,unitNbrs) ).intersection(addableUnitSet ) )\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:\n",
    "            availScore = [getLongDist(tractCP[v],tractCP[t],xScale)/avgL[t] + adjUse[v]*adjUse[v] for v in availVs]\n",
    "            ij, idx, notPicked2 = 0, np.argsort(availScore), True\n",
    "            while notPicked2 and ij < len(idx) - 1 :\n",
    "                addV = availVs[idx[ij]]\n",
    "                ij +=1\n",
    "                eLists = getEnclaveLists(tryList + [addV],unitNbrs)\n",
    "                if len(eLists) == 0:\n",
    "                    notPicked2 = False\n",
    "                    tryList.append(addV)\n",
    "                    tryPop += tractPop[addV]\n",
    "            if notPicked2: #none of availVs avoided enclave\n",
    "                canAdd = False\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        shedFailList.append(t)\n",
    "        print(\"failed to shed city\",i,\"from HD\",t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "256e424c-9c8d-46b8-a0a3-fc482ebecda5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shedFail 1562\n",
      "t, partials, pop after shedding, avail nonCincy pop 1562 {30} 0.694 0.2\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shedFail 1335\n",
      "t, partials, pop after shedding, avail nonCincy pop 1335 {30} 0.693 0.201\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shedFail 1667\n",
      "t, partials, pop after shedding, avail nonCincy pop 1667 {30} 0.703 0.191\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "shedFail 1224\n",
      "t, partials, pop after shedding, avail nonCincy pop 1224 {30} 0.702 0.192\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for t in shedFailList:\n",
    "    plotPoly(tractGeom[t])\n",
    "    plotCenter(\"F\",tractGeom[t])\n",
    "plotPoly(countyGeom[c])\n",
    "plt.show()\n",
    "for t in shedFailList:\n",
    "    print(\"shedFail\",t)\n",
    "    plotPoly(countyGeom[c])\n",
    "    plotPoly(tractCP[t].buffer(0.05))\n",
    "    shedL = list(set(HDunitList[t]).difference(bigVset))\n",
    "    availL = countyTractSet[c].difference(bigVset.union(set(shedL)))\n",
    "    shedLpop, availLpop = np.sum([tractPop[v] for v in shedL]), np.sum([tractPop[v] for v in availL])\n",
    "    print(\"t, partials, pop after shedding, avail nonCincy pop\",t,partialBigCset[t],r3(shedLpop/aDP), r3(availLpop/aDP) )\n",
    "    for u in HDunitList[t]:\n",
    "        if u in countyTractList[c] + countyTractList[8] and u not in bigVset:\n",
    "            plotPoly(tractGeom[u],0.2)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "7415fe37-b4eb-4a34-a8bd-af6a832a6b90",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "these four would enclave by adding all western Ham, and would enclave in doing so.\n",
      "instead, let us allow inclusion of some Warren or Butler.  Since Warren is already overused, allow a Butler partial\n"
     ]
    }
   ],
   "source": [
    "print(\"these four would enclave by adding all western Ham, and would enclave in doing so.\")\n",
    "print(\"instead, let us allow inclusion of some Warren or Butler.  Since Warren is already overused, allow a Butler partial\")\n",
    "pC = 8 #Butler\n",
    "shedFailList2 = list()\n",
    "addableUnitSet = countyTractSet[pC].union(countyTractSet[c].difference(bigVset) )\n",
    "for t in shedFailList:\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "\n",
    "    while tryPop < aDP - toler and canAdd:\n",
    "        availVs = list( set( getAdjoiners(tryList,unitNbrs) ).intersection(addableUnitSet ) )\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:\n",
    "            availScore = [getLongDist(tractCP[v],tractCP[t],xScale)/avgL[t] + adjUse[v]*adjUse[v] for v in availVs]\n",
    "            ij, idx, notPicked2 = 0, np.argsort(availScore), True\n",
    "            while notPicked2 and ij < len(idx) - 1 :\n",
    "                addV = availVs[idx[ij]]\n",
    "                ij +=1\n",
    "                eLists = getEnclaveLists(tryList + [addV],unitNbrs)\n",
    "                if len(eLists) == 0:\n",
    "                    notPicked2 = False\n",
    "                    tryList.append(addV)\n",
    "                    tryPop += tractPop[addV]\n",
    "            if notPicked2: #none of availVs avoided enclave\n",
    "                canAdd = False\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        shedFailList2.append(t)\n",
    "        print(\"failed to shed city\",i,\"from HD\",t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "cd1cb324-9444-4614-85c5-ee1cecdee784",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "confirming Cincy is all in or all out\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"confirming Cincy is all in or all out\")\n",
    "nCincy = [len(set(adjList[t]).intersection(bigVset))/len(bigVset) for t in range(nHDs)]\n",
    "plt.scatter([tractCP[t].x for t in range(nHDs)],nCincy)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "3c0c3f76-99f7-4338-8871-19a18f6af0fa",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "recheck HD integrity, unit use after above patching ...\n",
      "HD pops by county\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prior to further triage, lets visualize current county usage\n",
      "county and its use off by more than 0.02 ... 5 0.97101\n",
      "county and its use off by more than 0.02 ... 10 0.97944\n",
      "county and its use off by more than 0.02 ... 13 1.02394\n",
      "county and its use off by more than 0.02 ... 19 1.02825\n",
      "county and its use off by more than 0.02 ... 24 0.97988\n",
      "county and its use off by more than 0.02 ... 25 1.02093\n",
      "county and its use off by more than 0.02 ... 34 1.02877\n",
      "county and its use off by more than 0.02 ... 39 0.9752\n",
      "county and its use off by more than 0.02 ... 79 0.97876\n",
      "county and its use off by more than 0.02 ... 82 1.05058\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "and compute current unit and county usage with these whole-unit, possibly discontig HDs\n",
      "weighted unit use histogram\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "current avg use and its sd are 0.99701 0.05179\n",
      "Confirm no discontigs prior to unit-level patching\n",
      "working on HD 0 time is now 0\n",
      "working on HD 700 time is now 15\n",
      "working on HD 1402 time is now 25\n",
      "working on HD 2102 time is now 36\n",
      "working on HD 2802 time is now 50\n",
      "working on HD 3503 time is now 63\n",
      "working on HD 4204 time is now 75\n",
      "working on HD 4906 time is now 90\n",
      "working on HD 5606 time is now 106\n",
      "working on HD 6306 time is now 122\n",
      "working on HD 7006 time is now 139\n",
      "working on HD 7706 time is now 155\n",
      "working on HD 8407 time is now 168\n",
      "out of 8934 total HDs, there were 8934.0 contiguous and 8934.0 complement-contiguous HDs\n",
      "0 HDs had both discontiguity problems, while enclave-only = 0 and discontig only= 0\n"
     ]
    }
   ],
   "source": [
    "unitPop = tractPop.copy() #nomenclature\n",
    "print(\"recheck HD integrity, unit use after above patching ...\")\n",
    "print(\"HD pops by county\")\n",
    "adjPop, adjUse, adjCountyUse = [0.]*nHDs, [0.]*nHDs, [0.]*nCounties\n",
    "for t in popHDlist:\n",
    "    for u in adjList[t]:\n",
    "        adjPop[t] += tractPop[u]\n",
    "        adjUse[u] += nDistricts * HDwt[t]\n",
    "        adjCountyUse[countyNo[u]] += nDistricts * HDwt[t] * tractPop[u]/countyPop[countyNo[u]]\n",
    "\n",
    "plt.scatter([countyNo[h] for h in popHDlist], [adjPop[h]/aDP for h in popHDlist] )\n",
    "plt.axhline(1.005,ls=\"dotted\")\n",
    "plt.axhline(0.995,ls=\"dotted\")\n",
    "plt.show()\n",
    "print(\"prior to further triage, lets visualize current county usage\") #(and bigC vtd usage\")\n",
    "for c in range(nCounties):\n",
    "    if abs(adjCountyUse[c] - 1.) > 0.02 :\n",
    "        print(\"county and its use off by more than 0.02 ...\",c,r5(countyUse[c]) )\n",
    "for c in range(nCounties):\n",
    "    plotPoly(countyGeom[c],0.3)\n",
    "    if c == c: #not in bigClist:\n",
    "        plotCenter(r3(adjCountyUse[c]),countyGeom[c],8)\n",
    "plt.show()\n",
    "\n",
    "print(\"and compute current unit and county usage with these whole-unit, possibly discontig HDs\")\n",
    "plt.hist(unitUse,weights=unitPop,bins=50)\n",
    "print(\"weighted unit use histogram\")\n",
    "plt.show()\n",
    "\n",
    "currAvg, currSD = getWeightedAvgAndSD(adjUse, tractPop)\n",
    "print(\"current avg use and its sd are\",r5(currAvg),r5(currSD) )\n",
    "\n",
    "print(\"Confirm no discontigs prior to unit-level patching\") \n",
    "nUnbroken, nNoEnclave, smallPieceLists, enclaveLists, sPgenerator, eLgenerator = 0., 0., list(), list(), list(), list()\n",
    "smallPieceLengths, enclaveLengths = list(), list()\n",
    "doubleTroubleList = list()\n",
    "startTime = time.time()\n",
    "for i,t in enumerate(popHDlist):\n",
    "    if i%700 == 0:\n",
    "        print(\"working on HD\",t,\"time is now\",int(time.time() - startTime) )\n",
    "    unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(adjList[t], unitNbrs,6) #,6) #6 is high (slow) to try to avoid false enclaves\n",
    "    if unbroken:\n",
    "        nUnbroken +=1\n",
    "    if noEnclave:\n",
    "        nNoEnclave +=1\n",
    "    if not unbroken:\n",
    "        smallPieceLists.append(smallPieceList)\n",
    "        smallPieceLengths.append(len(smallPieceList))\n",
    "        sPgenerator.append(t)\n",
    "    if not noEnclave and unbroken:   #district is contiguous but contains 1+ enclave\n",
    "        enclaveLists.append(enclaveList)\n",
    "        enclaveLengths.append(len(enclaveList))\n",
    "        eLgenerator.append(t)\n",
    "    if not noEnclave and not unbroken:  #extremely discontig (\"broken\") HDs can appear to have enclaves;\n",
    "        doubleTroubleList.append(t)\n",
    "print(\"out of\",len(popHDlist),\"total HDs, there were\",nUnbroken,\"contiguous and\",nNoEnclave,\"complement-contiguous HDs\")\n",
    "print(len(doubleTroubleList),\"HDs had both discontiguity problems, while enclave-only =\",len(eLgenerator),\n",
    "      \"and discontig only=\",len(sPgenerator)-len(doubleTroubleList) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "d6a1b3b9-ce87-41b5-ba65-11678fb95347",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "do we need to patch Hamilton and surrounding counties?\n",
      "prior, Cincy-and-Cleve-snapped 17  avgs are 0.98992 0.99112 and old, snapped SDs are 0.0509 0.05189\n",
      "prior, Cincy-and-Cleve-snapped 46  avgs are 0.99361 0.99361 and old, snapped SDs are 0.03811 0.03811\n",
      "prior, Cincy-and-Cleve-snapped 51  avgs are 0.99449 0.99449 and old, snapped SDs are 0.00618 0.00618\n",
      "prior, Cincy-and-Cleve-snapped 76  avgs are 0.9905 0.9905 and old, snapped SDs are 0.05144 0.05144\n",
      "prior, Cincy-and-Cleve-snapped 30  avgs are 1.00495 1.00426 and old, snapped SDs are 0.06519 0.05437\n",
      "prior, Cincy-and-Cleve-snapped 8  avgs are 1.01577 1.01968 and old, snapped SDs are 0.13314 0.13062\n",
      "prior, Cincy-and-Cleve-snapped 82  avgs are 1.05058 1.05058 and old, snapped SDs are 0.00721 0.00721\n",
      "prior, Cincy-and-Cleve-snapped 12  avgs are 0.99368 0.99368 and old, snapped SDs are 0.0074 0.0074\n"
     ]
    }
   ],
   "source": [
    "print(\"do we need to patch Hamilton and surrounding counties?\")\n",
    "for cc in [17,46,51,76,30,8,82,12]:\n",
    "    countyAvg, countySD = getWeightedAvgAndSD([adjUse[t] for t in countyTractList[cc]], [tractPop[t] for t in countyTractList[cc] ])\n",
    "    oldAvg, oldSD = getWeightedAvgAndSD([unitUse[t] for t in countyTractList[cc]], [tractPop[t] for t in countyTractList[cc] ])\n",
    "    print(\"prior, Cincy-and-Cleve-snapped\",cc,\" avgs are\",r5(oldAvg),r5(countyAvg),\"and old, snapped SDs are\",r5(oldSD), r5(countySD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "id": "16ba9c16-19e1-41e8-8f87-920e8b206d7f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Nope, we are at least as good as pre-snapping.  Save these to a file\n"
     ]
    }
   ],
   "source": [
    "print(\"Nope, we are at least as good as pre-snapping.  Save these to a file\")\n",
    "HDweight = HDwt.copy()\n",
    "hdCPx, hdCPy = [tractCP[h].x for h in range(nHDs)], [tractCP[h].y for h in range(nHDs)]\n",
    "adjPop = [0. for t in range(nHDs)]  # Do not overwrite HDunitList, HDunitPop from county snapping\n",
    "tList = [t for t in range(nHDs)]\n",
    "for t in popHDlist:\n",
    "    for u in adjList[t]:  #HDunitList[t]:\n",
    "        adjPop[t] += unitPop[u]  #HDvPop = ...\n",
    "outDF = pd.DataFrame( {\"tract\":tList,\"HDweight\":HDweight,\"HDvPop\":adjPop,\"HDunitList\":adjList,\n",
    "                      \"centroid x\":hdCPx, \"centroid y\":hdCPy} )\n",
    "outname = STATE+str(int(nHDs))+\"countyCincyCleveSnap15.csv\" \n",
    "outpath = \"2024state_HD_output/\"+outname\n",
    "outDF.to_csv(outpath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a44498d4-94ca-4463-a1c1-1270c7e166fb",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d0cff4e9-6379-400c-b31d-6c6b0149a54a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Moving on to Toledo, Dayton, Akron ...\n",
      "Cold restart from the above snapping to whole Cleveland and Cincy ...\n",
      "now read in the vtd-based HDs from countySnap15, AFTER the further patching in SW ohio\n",
      "compute unit and county uses, reconstruct the full and partial county lists in each of these HDs\n"
     ]
    }
   ],
   "source": [
    "print(\"Moving on to Toledo, Dayton, Akron ...\")\n",
    "print(\"Cold restart from the above snapping to whole Cleveland and Cincy ...\")\n",
    "nUnits = nVTDs  #we are not going to redefine units as munis here; we just snap to the special big cities\n",
    "print(\"now read in the vtd-based HDs from countySnap15, AFTER the further patching in SW ohio\")\n",
    "infile = \"./2024state_HD_output/OH8941countyCincyCleveSnap15.csv\" #OH8941countySnapAllPatched2\"\n",
    "snapHDdf = pd.read_csv(infile)\n",
    "HDunitListString = snapHDdf[\"HDunitList\"]\n",
    "HDunitList = [ast.literal_eval(HDunitListString[h]) for h in range(nHDs)]\n",
    "HDvPop = [np.sum([tractPop[v] for v in HDunitList[t] ]) for t in range(nHDs) ]\n",
    "HDweight = snapHDdf[\"HDweight\"]\n",
    "HDwt = HDweight.copy() #nomenclature\n",
    "popHDlist = list()\n",
    "for h in range(nHDs):\n",
    "    if HDweight[h] > 0:\n",
    "        popHDlist.append(h)\n",
    "\n",
    "print(\"compute unit and county uses, reconstruct the full and partial county lists in each of these HDs\")\n",
    "unitUse = [0.]*nUnits\n",
    "countyUse = [0.]*nCounties\n",
    "HDfullCset, partialBigCset = [set() for h in range(nHDs)], [set() for h in range(nHDs)]\n",
    "for h in popHDlist:\n",
    "    for u in HDunitList[h]:\n",
    "        unitUse[u] += nDistricts * HDwt[h]\n",
    "        c = countyNo[u]\n",
    "        countyUse[c] += nDistricts * HDwt[h] * tractPop[u]/countyPop[c] \n",
    "    for c in range(nCounties):\n",
    "        bob = countyTractSet[c].intersection(set(HDunitList[h]))\n",
    "        if len(bob) > 0 :\n",
    "            if len(bob) == len(countyTractSet[c]):\n",
    "                HDfullCset[h].add(c)\n",
    "            else:\n",
    "                partialBigCset[h].add(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "66968d77-45dd-420b-abb4-55bd48e12552",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "e9505778-c961-4c28-a871-ad31a32823d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "i = 2  ######RESET*********\n",
    "for t in inList[i]:\n",
    "    adjList[t] = HDunitList[t].copy() #reset\n",
    "\n",
    "adjPop, adjUse, adjCountyUse = [0.]*nHDs, [0.]*nHDs, [0.]*nCounties\n",
    "for t in popHDlist:\n",
    "    for u in adjList[t]:\n",
    "        adjPop[t] += tractPop[u]\n",
    "        adjUse[u] += nDistricts * HDwt[t]\n",
    "        adjCountyUse[countyNo[u]] += nDistricts * HDwt[t] * tractPop[u]/countyPop[countyNo[u]]"
   ]
  },
  {
   "cell_type": "raw",
   "id": "c53d00ae-e2cc-40a6-944d-4b06d4eb3b16",
   "metadata": {},
   "source": [
    "\n",
    "for t in [465,443,188,442,4098,461,4106,4103,4114]:\n",
    "    plotPoly(countyGeom[47])\n",
    "    for u in HDunitList[t]:\n",
    "        plotPoly(tractGeom[u], 0.2)\n",
    "        if u in countyTractList[47]:\n",
    "            plotPoly(tractGeom[u])\n",
    "    plotPoly(tractCP[t].buffer(0.1) )\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "e286b4aa-5cd8-4a1d-b8ac-68709a264fd3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "87\n"
     ]
    }
   ],
   "source": [
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "print(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "62267209-6ac2-4040-8b02-f94ef56c4491",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "here are the vtd's that have only one neighbor, and the counties with at least 0.5 of a district pop\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"here are the vtd's that have only one neighbor, and the counties with at least 0.5 of a district pop\")\n",
    "for u in range(nVTDs):\n",
    "    if len(unitNbrs[u]) == 1:\n",
    "        plotPoly(tractGeom[u])\n",
    "for cc in allCset:\n",
    "    if countyPop[cc] > 0.5 * aDP:\n",
    "        plotPoly(countyGeom[cc],0.2)\n",
    "plt.show()   #WE SHOULD have coalesced surrounded vtds into their surrounding units.  Band-aid with swellCapture instead of stricter shedding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "81822654-bafd-4174-b28e-736c58b0f8d6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Move on to Toledo in county 47\n",
      "prior to city in-out, county 47 has unit avg use, SD of use of 0.99014 0.03649\n",
      "working on attempted city-filling 0 out of 158 0.001 sec elapsed\n",
      "working on attempted city-filling 20 out of 158 11.856 sec elapsed\n",
      "For HD 8040 we picked up {7621} via swellcapture. Add their neighbors\n",
      "working on attempted city-filling 40 out of 158 34.722 sec elapsed\n",
      "working on attempted city-filling 60 out of 158 52.359 sec elapsed\n",
      "working on attempted city-filling 80 out of 158 63.672 sec elapsed\n",
      "working on attempted city-filling 100 out of 158 87.665 sec elapsed\n",
      "working on attempted city-filling 120 out of 158 114.817 sec elapsed\n",
      "For HD 783 we picked up {5378} via swellcapture. Add their neighbors\n",
      "For HD 791 we picked up {5378} via swellcapture. Add their neighbors\n",
      "For HD 784 we picked up {5378} via swellcapture. Add their neighbors\n",
      "For HD 621 we picked up {6634, 6635, 6644, 6637} via swellcapture. Add their neighbors\n",
      "For HD 781 we picked up {5378} via swellcapture. Add their neighbors\n",
      "For HD 785 we picked up {5378} via swellcapture. Add their neighbors\n",
      "For HD 789 we picked up {5378} via swellcapture. Add their neighbors\n",
      "working on attempted city-filling 140 out of 158 158.427 sec elapsed\n",
      "For HD 461 we picked up {6622} via swellcapture. Add their neighbors\n",
      "For HD 811 we picked up {588} via swellcapture. Add their neighbors\n",
      "all done with city 2 filling attempts. nSuccess, nFail were 158 0\n",
      "47 has adjusted unit avg use, SD of use of 1.025 0.04664\n"
     ]
    }
   ],
   "source": [
    "i = 2\n",
    "c = countyNo[ bigUvtdList[i][0] ]\n",
    "print(\"Move on to Toledo in county\",c)\n",
    "nSwapSuccess, nSwapFail,inFailList = 0,0, list()\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out, county\",c,\"has unit avg use, SD of use of\",r5(cAvg), r5(cSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(inList[i]):\n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(inList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).union(bigVset) )\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop > aDP + toler and canShed:\n",
    "        bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canShed = False\n",
    "        else:  \n",
    "            availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canShed and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).difference({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        shedV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canShed = False\n",
    "            else:\n",
    "                tryList.remove(shedV)\n",
    "                tryPop -= tractPop[shedV]\n",
    "\n",
    "    if canShed == False :  #new for Toledo -- if we get stuck, allow shedding from non-Lucas vtd's to avoid enclaving\n",
    "        #print(t,\"triggered a Lucas enclave.  tryPop is now\", tryPop/aDP)\n",
    "        fullCset, partialCset, canShed2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop > aDP + toler and canShed2: #... then shed counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #shed from existing nonLucas partial.  Should be only one, but ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.max(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].intersection(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become a shedder\n",
    "                availCs, availCset = list(), fullCset\n",
    "                for cc in availCset:\n",
    "                    if isContiguous(  list( {c}.union(fullCset.difference({cc})) ), neighborCountyList  )[0]:\n",
    "                        complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)).difference({cc})) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                            complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)) ) )\n",
    "                            if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                                availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canShed2 = False  #unexpectedly, we don't have any sheddable counties\n",
    "                    print(t,\"doesn't have any sheddable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.max(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = countyPop[pC]\n",
    "\n",
    "            if tryPop - availPop > aDP - toler:  #shed this entire county (may have been a partial) and re-loop if still > tgt\n",
    "                tryList = list( set(tryList).difference(set(availTracts) ) )\n",
    "                tryPop -= availPop\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop, availTracts = aDP - (tryPop - availPop), countyTractList[pC] #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList = list( set(tryList).difference(countyTractSet[pC]) ) + addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        inFailList.append(t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "9334b737-e094-4f79-9f41-15494ad0fc36",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking that dropping city 2 doesn't create an enclave in any outList HD out of 230\n",
      "working on attempted city-filling 0 out of 230 531.134 sec elapsed\n",
      "Uh oh, dropping city 2 from HD 6714 results in unbroken, noEnclave = False True\n",
      "working on attempted city-filling 20 out of 230 531.452 sec elapsed\n",
      "working on attempted city-filling 40 out of 230 531.783 sec elapsed\n",
      "working on attempted city-filling 60 out of 230 532.132 sec elapsed\n",
      "Uh oh, dropping city 2 from HD 5836 results in unbroken, noEnclave = False True\n",
      "Uh oh, dropping city 2 from HD 5873 results in unbroken, noEnclave = False True\n",
      "working on attempted city-filling 80 out of 230 532.522 sec elapsed\n",
      "working on attempted city-filling 100 out of 230 532.851 sec elapsed\n",
      "working on attempted city-filling 120 out of 230 533.155 sec elapsed\n",
      "Uh oh, dropping city 2 from HD 1854 results in unbroken, noEnclave = False True\n",
      "working on attempted city-filling 140 out of 230 533.52 sec elapsed\n",
      "Uh oh, dropping city 2 from HD 5488 results in unbroken, noEnclave = False True\n",
      "working on attempted city-filling 160 out of 230 533.918 sec elapsed\n",
      "working on attempted city-filling 180 out of 230 534.223 sec elapsed\n",
      "working on attempted city-filling 200 out of 230 534.589 sec elapsed\n",
      "working on attempted city-filling 220 out of 230 534.907 sec elapsed\n"
     ]
    }
   ],
   "source": [
    "print(\"checking that dropping city\",i,\"doesn't create an enclave in any outList HD out of\",len(outList[i]) )\n",
    "for jj, t in enumerate(outList[i]): \n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(outList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "    if not (unbroken and noEnclave):\n",
    "        print(\"Uh oh, dropping city\",i,\"from HD\",t,\"results in unbroken, noEnclave =\",unbroken,noEnclave)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "0ea57325-e87b-4057-b262-fbc83c13fc52",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POINT (-82.83107110195967 41.265086097602506)\n"
     ]
    },
    {
     "data": {
      "image/png": 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SDWtYcE/XFxefzYbm9UZVukIgEAg+y/Tp6+eDDz7IypUrueaa2HOD9Ibb7ebFF1/k3nvvjWgVaG1tJTExMUD0dKwtPT2d2bNn86c//SmoUGN3XC4XVqs14GdIo4vN4iPpJOgZ0RWB3a/9nvbmOva9/SdUt5udpa8yJmMON058OKjvzp0vY7EkRz33gDPABqnTZS2MGTM4xTvb3S70St8tS3ve/wuTb+z6+3OdPUvbho3EX3XVQC1RIBAILhoxW3xefvll9u7dy65duy7EenjzzTdpaWnhnnvuCdunoaGBn/zkJ9x///0B7T/+8Y+5+uqriYuLY/369XzjG9/AZrPx7W9/O+Q8Tz75JE888cRALv+zTwQxKetkiMHHR9IrqG5fpB4Bj0wp6YyasQSPy0HWmX1YFowOK271egNjxgzsjVaSQFPV6PLyDKDFR1X75gfV1/n/vHsrt02dHfM8Llc77jYrjvpqklL8VlNN03AePUrSyuuG6PakQCC43IhJ+FRUVPDQQw+xYcMGTKaBT7kP8Pzzz3PttdeSm5sb8rjVamXlypWMHz+exx9/PODYj370o87fp02bRnt7O7/85S/DCp/HHnuMRx55JGDu/Pz8/l/EZxh3uRXJIHdGdplG9z0bsaSXgyw+ra3NHN29B4PZiCVMXpfx81dRta4KRVLwqp5ws/d5XeGQdTpUtxvlAr13w7FnbzXTJ1247dcTtTYK07oci0emZvA/H3/EmMw04g1xfG7C9F7naLSVsX/nY/j+0siC37/S2e48epS4GTOQDIYLsnaBQCAYbGISPnv27KGuro7p07s+SH0+H1u2bOHpp5/G5XKh9MMHoKysjI0bN7JmzZqQx9va2lixYgUJCQm88cYb6PWRc63MmTOHn/zkJ7hcLoxGY9DxjkzAQwlDfoI/smtMKs4TTcEdYvhWL+llVHeg8LG328jMH0bR6HG9jpclBZ8azmI08JW+Zb0O1etGIQrhM4C6q6HZwayZwwZuwh58UtLI56Z1fVG4duwUZuePRkPjtQO7ONfSQF5y1zabx+fh7b0PkZY4EbuzCrMxE5M+mbEJS8n8zefQxyd39T1XeVHD1J1eJ9/84JvoFT2/X/J7YXUSCAT9Jibhs2TJEg4dOhTQ9uUvf5mxY8fy6KOP9kv0gD8iKzMzk5UrVwYds1qtLF++HKPRyNtvvx2VxWn//v2kpKQMOXHTL2LI8ifpZDRPl3Bx+9yUnDpOZlZoa13AaVDRyQZ8YS0+A4+sKKgeb6/9nJ/sQU5IGLDztrp9OOxO7M01OF0OXHYrI8bPGrBSGG0uL6mWwPd4msWfuPCBuVfyn5s28oVpUylM8Ud5uXwu3G0HyMj9HEUj78SkT0DTNCqr/g/Z1GXZse/dh3nKxcujVGev44Y3b6Dd0w6AW3VjVMTfskAg6B8xCZ+EhAQmTpwY0GaxWEhLS+tsr6mpoaamhtOnTwNw6NAhEhISKCgoIDXVn2dkyZIl3HTTTXzzm9/snEdVVV544QXuvvvuIIdlq9XKsmXLsNvtvPjiiwGOyBkZGSiKwjvvvENtbS1z587FZDKxYcMGfv7zn/O9730vxqfkMiYaX5MYLT6as0tIeJxuDIqB4jDWnp7f1nWyLsJW18Aj6xRUdxTnc7ZgmNu3iKhQxO3dySdaPSMrX0G++qu0Vp+mvWA08Yn9L3raG7Is8+hVS/nlpg2snjyZ4rRsGtpL0WkOxmQvRndeSLjqSrFXH0M6n6lZU1V8Lc3ETY+2QOnAs+S1rtfgngn3CNEjEAgGhAHP3PzMM88EOAwvXLgQ8FtzOhyWS0pKaGhoCBi3ceNGysvLuffee4Pm3Lt3Lzt37gSguLg44NjZs2cpLCxEr9fzu9/9jocffhhN0yguLubXv/41991330Be3qXJ2S3gc0PtEci4K7JVJxaLjz4w/F1vMKDX64MqhIcci4ws6fGq0RXB7C8er4rdLWGuqcLraENzONFcrvM/bvD5aDedAUs7HrcV7aDLP1DTAA2f10nejFv6dO4rx48gZdUCHG/uxjxqCvbWRnzeSE7hA4skSfzbVcv41eYNrBqvUlrzFrdcvSdAiEpGE0kjruh87ZxHjmKaMDHclINCUVIRJa0lFCcXc99k8XcsEAgGhn4Ln575eh5//PEgp+OelJaWBrUtW7YsbOj54sWLI4alA51JEwUh8Lmh2J96QG3zIMedf9n76S8h6RXwdL0uOkWH2i0Rpdvtwm5twG5twt7WhK3mXOcxDRWTPp5NZ1+jvOW4fz4kNDRUaztKtczH9e93nYsur58jJ1to9CYhSVJnraju74+eliVN01BkCa3ByPT0dkxGI1KcBTk1DclsRjJZkAx6rLv1ZE5eCCF2d6oPvhfz83P65FGKR4/v/owBIOv0qL7Bs3R18Pkp03l592/5yryvBj1HsqJH6+Zv5WtqxDzp4gqff6z6BwfqDzA1Yyom3eA6pAsEgssXUatrqNGL1nF7fdTXt9NmdWFtc9Fmc+N0+0JagjwuH4VJZjpu7bIs4/P42LN9KwDm/bV4x4MpPhlzYgozbv1GwPjcpNHcO+vJoHnXbPkzq2+8J+waGz0fcv3y0GUuIlFyvAGfSUFfeOG3mADK9x7HHGehq8yn/zmUFT0+b+jirLFSZ3WSZI6uoOq7R/czKTuRVEtB8EGdAa37tuNFciJ2l5ejpKSgJCRg1pmZmzP3oqxDIBBcvgjhc7lTfwJaK/2/e93IzYegGZA1Pi7Zh9wc+K1+bUM5Xyy7nsQEAzlZ8YwZbcRo0oXcvmq3udl/sCagbfaixZ2/N9d+TNKCeci6z0a2X1mWCBtENsDU19eQM2Ek1WXl9JRosqLD5+vdyToatp1uZFYPIXeyto3iDEvQa1bbvJ67Zjwach5ZZ8Basx/3+/+PlDIF/eTFA7K+WGh+7TVqfvQfGEaOpOi9tYN+foFAMDQQwudypmwHOFth4s3QcApGr8A0Rur8Nm9uOc4Vs64NGHJCeo+ZM3uPygJQdBKeCAkPJb0Oze2BUMInBl+igUKWJXwRHbwHbk2lJ04yY/4C9m7f1s3Kdn6rS9Hh8w6M8Ll6bAY/fvcov/r8VErqbaRZDLz8aTmqBj+8bhy6brXB5uTMwGJMDTmPojcx5qbf0HjotyTMWIGki86KNFC4Tp+m/r9+BYDmGfxtQIFAMHS4iOWvBRccrxNGLoZDr0HTWZDlAd3C0OkUfBFKXEgGHarDFeZg39fR16GyIqHGUoS1O1qM2Zc1DVmWkRU5oAAvgKLo0AbIxycpzkBhuj954Rt7K/nz9lISzXq+eXURT7x7FHc353NThKgotb0eZ8UmnNaTaE2nIXnwCo+qDgdld96Fr7UVgMzvPtLLCIFAIOg7Qvhczsg6aCqB1JF+0RMlv9/5bufPN9757/DTy6BGsPjIBsUfMRUj6gVIXgggK3LE9UZ0gJKif/7OnjlJxjC/1Wzk2LFUtTefP6Kh+bzIioLXO3BWjQXF6fzi/ePY3V7q21zML0ojPd7E95aN5sfvHMF2PuWAhoo3zPXXn3wWr0FPxuTvI2sayIOzPal5vdT+4hf4mv3PUdpXv0KiCFIQCAQXELHVdTlTuAAaSyBnMlTuiWrI12dfF/D49zvfDdu3t7B1/1ZX6C0dqR+au7cIv3AovVp8BkZwNVRWM+vKRQAkp6SxJ9WfukGKT8P5zu9QG1toG79qQM4FMK0ghWkFKTjdXgw6ufN1SYozcPvc4aw7UsPNM/KQJAU5jLbT6eKJz7ri/IPTA7a23mh49llaXvaXyDBPn07GQw8N2rkFAsHQRAifyxlJgvTisIe1KG70UgyWjqCxesXv4xPy3Be2cGcoZFlGjSia+r8NGKog6ZpzFpYApmvu9J/lzDm8NY39PldPTIbgP+fyJjtFGf6tMO389ltIBt/lCufx4zT879MAGMeNI+/p/0XqpQyNQCAQ9Bex1TWEkQbiRh/pYASLTyTkC1CgFPxbc9oFtvicOHKQwrFjAtqcvsA/M51Bj9czOOFlZxvaGZ3VUX4j9Kvlaj2F5nX4H3icg7LNZd+zh7M33gRA3Ly5FL70d3SpoR2vBQKBYCARwmeoYEqGnc+Bq62zKRqLj9aLU2+oN5C9voWz736CbDSgRrnV1dpYzbFP3qe27BgOV+Rszn0tVKnoZFT1wjo321paycgIrMSelKCnurSy87Fep8PrGxzh43B7iTPq8HjtuKz/4uzZ33H27O+oOPfXzj6Nx58jefRd/gclH0DBhc2d4z5XSdntdwCQcuedFDz3HLLZfEHPKRAIBB2Ira6hQt5MQIJu0UQSXZmPw9HrVlePsZVbzlG17yAZo9Pxer1IYYqCDj9Yy07HM6D5hYw+Lp5h42ZSX3aczE/PwNKoryxqeo/q6p+lye1xI4co1DuyOIUDe06SU+iv0K7odfi8/d/qqzp5DL3RRMbwEUHHVFXlx+8eQ6/4r+lMbSX5wx9hRIHfGlVe/ifOnv0dACZJhy7+fPV4WQf6CydCfDYbJdf4s4gnrV5N9v/79wt2LoFAIAiFED5DCVmhewY/naTg9XnQ6wzhhwBenw9diBs6QP2pFsq8Zd1OIaEWmslfMp3Sv39E1rhhIcclx2dQdMP9QT4nmfljMJU0xXBR0aPIckgfnKiIwtfp2IF9jJkUXO9ClmU8Xg//+udHAPh8PiZNDBYrseKy2zHFJ1J18hi5PQrD/mVHGV9ZMIJhyf5SD2UN9VwxZkLn8YKCrpp41ubf+H/xeUG5cD42ms9HybX+vFGGoiJyfvqTC3YugUAgCIcQPkOFE//y5/VJH9XZpJP1eHyuiMJHL+twq94A4WNzeylrc1LW5sRemMDwZYE5X6reKkEx6PA6G1AKJoWcVzabUe125Pj4fl5Y9Ci6fkR1RbHV5Xa6iE9IDGqXgOtvG3gTlgSk5g7j7P6aoGONNjf5qV3FMlweB3HG4LUFoPliz1cUA5UPP4Kv3h/hNuL115BiSLEgEAgEA4X45BkqKDqYcCMYLJ1NOp0Br9cZcZhe0eHulmX4Z3tK+fvJGs60OhhmMRKXHr54ZNE9N3JmQ+jSA7LZhNrWFvKYw+PB5oi8rr4gyVKfQ+F7s/i0220YDOEF5ECjRbBcvba7gnqbi0ZbV/JIjchbmgC0noOU/luiQnFs0mTa1q8HYNTWLcKnRyAQXDSE8BkqGBJg/0tgq+ts0inGXoWPTtbhOl9Xyub2IknwwMQ8rh+ZwZSMBJQQN9MOcaEzm5EkGa/DEdRHtlhQ29tDnvOIYuZv77xFqz14XH/Q6RS0vvoU92IJOX5gP+OmTuvj5LHT1thAQnomEOiZ9NLOMhRZ4taZeaTFd2VqjmqHr/44pBQO6Do7MI0dC8DId95Gl5HRa//ywwexW1svyFoEAsHQRmx1DRUK5kBcKni6Iqbsqpu/HH8Rizmt08n5pCed4Qk5nX1a8VJ1ugmdbMUkS1yZldTrqZLSU9nxxgdkFORSfNMtnHrjdcZ96c6APrIlHtVqDTk+LyuLzJxM3t/2MSaj36IkSf7yXpIEFY7IUV/hkOXQeXaiwWDJoPrge34BJMlomg+dIZ7McVcB/gzWBkP4khADTXNNFXnj/AVmO2xY//vBKabkJbFwTGZAX4fLjk6J4k9dMVywUPYRr70add/j27ew9rf/yfRrb+Cqe+6/IOsRCARDFyF8hhI9nJsT9YncNHwFhdldloqnT37CN0f3L5x5zNxJNFbVc3bfcYpnjMPrdKKqaoAjs2yJwxfG4gNw1bSpYY/99mBFn9Yly3KfU/WkFc8JeGyrO4PX4d+qa2iqwxKfEGrYBUP1+VB0XX++v3j/OKum5DAh1y9MVVXF41YxmnSsP/gJSycFrt/64cOQnA+AkjbBbxLyhqmrNohUnjjGv37/3yg6HTUlpy72cgQCwWWIED5DCVnnT1B3Hr3OhL5HCHc0uX16P41CRkE2Z/cdB6Bg8dWUvb+WESuv7+pjicfX3NLvc8VMRDeX6MPZ22qOkzVhOQBnjx1nxtwF/VtXjDja/NYyh62NZ/e18NXrRlOclUBLs4PNO8/h9fioqLUxZhIkxZuIM1kCJ0geTuL073Q9tlZBcsHgXUAIWmqqeeuXPyGneAyFU6bzyZpXUH2+kCkCBAKBoK8IH5+hhKwDtctRWVEMqL7AIqIOn5cdDaW8UXGY3Y19s6z0JGlkEbbawMgjJd6C2m4bkPljovUj6nZvpm73Fs69/1aPg9GLPk3rdkNWNWQl/J/SQFaDaKpp47ant2FJSeP0nk/5j9f3cu+1s8lLMHH8WB2f7q1C9amYdQoP3j2NxJYzXFEche+Rzw26wduq64nTZmPNL57AFB/PDd/9d4aNGY/X7aLxXPlFW5NAILg8EcJnKCEpAcJHVvT4egifVTmj8Ph8TEnOps5p4/v7N3C8tbbfp04dNZr6vV2FUuX4eNRwzsu9RF71OTILaC/KIHPmIjJnLsSQkUzd7i3nhdBm1D5kUy6vPEN6Rlaf1xMrdS1Opseb+Ee5nj+Xm/nujbMpO1rPb1/cT1lVGwvnF/Dh0VqWLy1Cr1cozkuJrgRIUgGc3QIn3vfn8+kjLXV2PnmzJKYEjT6vh7d/9TMcbVZu+sHjmBMSyRxZBJIktrsEAsGAI7a6hhKyju5hTYpiwOMO9LMZn9xVbmFkQjpxOj2tnv6Hlg+7chGHnn+OjOkz/EtJSEC1h/fxiURfS1YAAdFZmTMX9WkKr7MdWed3uq49U8HMBQsj9h/IymM6RSbHZKDG4eVrcwrYtrWMJQuG4/b4uGbRCH74u0/45vXjUXT+7zSSrKCqKlFtFk2+DU6t73Mun5ZaO/94YieqqpFdlEThpPRex2iaxobnfkfVyWPc8qOfkZKdC4DBZCZtWD41JSeZdPWyPq1HIBAIQiEsPkOJHs7NsqLHp4aunt6BXlLw9jXbcQ8S8wpoOnLIf26DAc03+BXaB4Lm8n2k5E/ttDz1S4jFiKzIqD6VQp2ODz4u5+brx5KcYuaaRSP42i+3sGhcJmPGpncfEMaC08NqVvIB1B6GgnkQIaFlOJpr2nnjV3tJyjSjNyqcPdAQ1bidb7zKkc0bWf7175A3dkLAseyiUdSeOR3zWgQCgSASwuIzlNAZ/Tc3RwsAir0ONTWyQ6ssS3j6WFCzp6P08OUrOPDc70mdEDqb86WCx9GMMTGDE8cPkT+yaFDPrSgS8XF6DHqFz3+uq0xFeUUrP757Bjm5gdFlca31tNf9FjQbyQt/EX5iSzok5fv/j5HGKhtv/WY/5ng9n/vONPatL+Pkp7VoqoYkhxeFx7ZtZtsrf2P+rbczbsHioONZRaM49vFmvB4POv2FK6UhEAiGFkL4DCX0ZphxT+dD2dGIzx7Zf8co6XBoka1C4ZBCbPLkzpxDxYcbyb/6GgbW7TfaRQ2ckbOtvpkxYwdXxMmKxLhR6UyYGJirZ9SotJD9jYZMzIULsVf9E+veX3cdqDkS2LG9EbKnxLyexkobb/1mH3GJBj73nWmYEwyMmJLB/o0V1JZZyR4ROu9T5fGjrPu/3zD+yquYe/MXQvbJHjkK1eeloews2cWjY16bQCAQhEJsdQ1hFElB7cWfw6AouNS+pjsOJmP6DJpOnzyfSHDwtog66Wctqo4EiF6vFyJYMy4Uiizhi2WLUKdH87pJmPp1Eqc/0vVjGRvcN8baWQ3n2njz1/uwJBv53MN+0QOQXZSEyaIPu93VUlPNW//1U3KKx7D0gW+H3SrMGD4CWVGEg7NAIBhQhPAZwkiS1LvwkZXOkhWxEi4nUPGqGzn9z9ciLaxP54uKPlp8fKqPxvZzHDv2T+obVba/v47REydGNXYg7VqKIqOqMcyoM4LHHblPw2l/OHsM1Je38eZ/7yMhzeS39MR3+QXJskThpDRKDwYLH4et7XzYegI3fO//RdzC0hkMpBcUUnNGCB+BQDBwiK2uIUw0Fh+9pODtY/h4qK0uAEtuLh57Oz7XwBQiVVWVdqeb5jY7re122h0unC4PTrf/x+dTO7VUiu0Y1ZoUKIDOPweus6fRpfhvxF63g2O+ciwjx3VeS7wpg6TMQjILxoSswj4YKIqEN4zFp6m6nvJDZzDo9SBJqKrKqFwdcm8ZmZvPwtjrol5DXZmVt3+7n6QMM9d/eyomS7B4GTElg+Of1NBabycpw18l3uf18M6vfo6jzcqXfvpfmKPIdp09chRVJ49FvTaBQCDoDSF8hjCyJOPrpWqnXpHxRlHZ0+P10u6w43A7sDkcONxOTrYco32fDafbQWKTgXRfl7+HnJRPyYd/w/bnPwXMI0kSep/GS7u6cv6gEbAr5jp6gjVNY+iypUiYDHri40wkWkykJycSZ9QTbzYhKzKtLic2lxur04X35CJypgSWb+ig6eh7pN7YJQBq33iGOaO/1uu1DyaKTkb1hRaijuZ2hk8oImWY30G5vdHKye2byC9KJ7ln5z4a1WrOtvLO/xwgJTuO6789FaM5+CPE51U5uasWSZY61+oPW386KGy9N7KKRnHow/V4nE70JlPfFi0QCATdEMJnCKPIkS0+qqrS5nZx3K7xh4p6bD4fqga+RgdT9P6tjUPn3kPvzEORFMxGM2a9EYvRgsloYv41S4k3x2EyxrHr4DbGzFscMP9JvYHilcG5dIqA2RHWva25nisWz4h4bQ3tdt46dBiL0UCyxYLFqCfBZOZMWnbEcd0JZ7GKlYHcuJNkKexWlyTLAUkYLWmJjJw9CXvdmciT2pv8tbp68fHZ+c4Zdq8tJXtkEtd/awqGEKLH4/Lxr2cPUXmyhRX3TyQl218qY+eaVziy+QOu+9b3gsLWI5FdNApNU6ktLYlpnEAgEIRDCJ/LiHq3h31WO/rz+zpd9hACHnegaSrb6xv4xLoDCSnIJ0dCYo/NwG15+cxITibD4N/S2Nl4jjlThgFgcA3nqtnLQ65n1+6PKVP9SQpTEoPDpPucgTmKcRuPHudLs6ej9LiZl9dURn+ei+B73Rs6WcYX5vrlbhaWzjaDGdUdJkN2B45m+NcPYNlPIpat2L22FIDrvz0Fgyn4o8PZ7mHt7w7QWNnOqm9NIW9MCnA+bP3VF5n/+dBh65FIyytApzdQW3JqSAufEydO8N5773HttdcydmwIx3SBQBA1QvhcRmxosLI6KwVThLpRPVmSfm3E4/9dWsOKzIw+rafN18bVcyLPf6EYmZnJifpGxmf1be3ARYm27w1FkfCF2eqSFSUoKaRiMKF6evHxSSuGrAnw/r/B1T8Km8tn/BU5VJ1uDSl62ltdvPM/+2lvcfO5h6eRVej3gWqsrGDd7/+b8QuvZu7q0GHrkVB0OjJGjBzSkV0+n49169bR2trKq6++yi233ML48eMv9rIEgksWEdV1GXFbTirrGlupd/ct704oejN6aBG2yqQBzJkTKzPyczlWWR3boEHMwNxX5AhRXT23ugAUgxktknNzewNYK6FwAVz9H7D+R1B7NGRXvVEXMiGhtcHBmv/ai7Pdy03fnd4pegDKDu4DYOl93+xzhuvskaOoHcKRXTt37qSpqYn77ruP8ePH89prr3H48OGLvSyB4JJFCJ/LCEWS+FxmClubbWG3Q2Klt1kiiZtIouhC4/b50IWwfEW8+fZ8zgZIBw1sOHt4Hx+/KFJ7tOkDCtN2ojPBnr9AwymYfpdf9FnS4Prfwr6/wYl/BZ9bL+PzBAqrxioba365BwlY/b3ppOZaAo7XnT1DekEhOkPsZTA6yC4aRXN1Fc52W5/nuBTRNI1du3axYcMG5s2bx7Bhw7jpppuYNGkS//znPzl48ODFXqJAcEkihM9lSI5RjyuWXC8R6I/FR9M0SspODMg6Auat7T2vkNXpwmIM768S3Yn6N7wD6cTZgZmI8wkMw4haRaeg9tjqksI5LBddDaOWwvB5gZYunQFWPAnNpbDttwFi0C98uuavPWvljV/txRRv4KbvTScx3Rx0mrqzp8ksHBn9BYYgLtEfDdhUWdGveS41qqqqWLt2LRMmTOCaa64BQFEUbrzxRiZPnswbb7zByZMnL/IqBYJLD+HjcxlilCQ8qgqKzI4WG3OTLANaSFOS/BFfsixHtPgsmXsdH+58n6LhYwbs3AB6h8zRTftBU3Gds2HMiw84LusUsmaMjr3GWM/naICeMv2J0oGZiMgWK0mR0EII3pBO5KqPiBc492twZhO89SAs/D6kjkCnl/F6/cKn4ngT7/3fIdKHxbPqm5MxxgXn8vF6PDRWVjD5mr77eVkb6lj3zG/JHFFExvARfZ7nUsTr9Qv8+fPnoyhKZ7ssy3zuc5/Dbrfz9ttv89BDD6EXtcwEgqgRwucyRC9LuM/f7GpcHt6qa2FlRjL6EP4Z2//2D7TUVNwOB+PmzaG5sRFbUzM+r5e511wV0ughyTI+nz/6eW+Vm9bDe7lx4nQArE47OkUhTt9Pa0sYWkoqGTF7FJnT/LWbrB+UkXjV8IA+Rzftp8nuCCl8IkaS9Tw2ABafxsZz6C29J+obCCQ5eKsLwogle4PfoTkSIxdD9mTY+SxM/jyK3oDPrXJmXz3rnj9M3pgUVtw/Cb1RCTm8saIM1ecjc0TfLD5Om401Tz6OrNOz+gePozcOrTw+ubm5JCQk8Pbbb3P33XdjNndZ1GRZZvny5Tz99NMcPXqUKVNir7MmEAxV+rXV9dRTTyFJEt/5znc625577jkWL15MYmIikiTR0tLS6zyFhYVIkhT08+CDD3b2cTqdPPjgg6SlpREfH8/NN99MbW1ggc3y8nJWrlxJXFwcmZmZfP/73+/81jSU0MsS7vPf/JN0CtdlJPFufQstnuDnQktN5YqVy5my+EoaqmuwJCQwdsZUfC5/CYNQNgFZ7soePDlxAjmJifzf9k38bvtH/GP/Ln63bXNU6+yLFar5RAXpU4q7TxLUZ3NjC0eqqpmSPyzomGH/Ppr+8T5N/3iPpn+8R/Or62JeQyyc/XQjqSPH9d4xFs4LNJ9Pxdrm4lyllWMnGjh4vJENx8vxeqOwdGkqyKEFSwBxqTByEdgbMZh0eD0q7z97iJFTMrju65NDih6nzUbJnk+pPVsCkkRGQeyWGq/Hw1v/9VPaW5q5+d+fwJKcEvMclzp6vZ4vfOEL1NTUUFJSEnQ8PT2doqIiPv3004uwOoHg0qXPFp9du3bx7LPPMnny5IB2u93OihUrWLFiBY899ljUc/m6fTs/fPgwS5cu5dZbb+1se/jhh1m7di2vvfYaSUlJfPOb32T16tVs27YN8Id8rly5kuzsbLZv3051dTV33XUXer2en//85329zEsSoyTj6Wa9MMgyN2Yms6HRyhiLieHmYGtManoaqemhK3z3RJYlfN18e+YUFDOnoEuMvHN0P7vPnWFm3shenJ/7YFLR/N92u00S1GXa8GLmTs4LOdyYYSD1umWdj5teCXbiHUi87e0YzMN77xgDG8ua4AO/hcdi1JGQYCDBoidjbDZVajsOt4cEXZcg6XO+pA6GzwdgmNmBziAzbl4OC24bjRzCgthYWcFbv/wJzdVV5I2fSGpuXswZlzVV5f3f/Zqa0ye55Uc/IzU39Gs5FMjMzAQIackDmDVrFi+//DKVlZUMGxYs9AUCQTB9Ej42m43bb7+dP/zhD/z0pz8NONZh/dm0aVPU82VkBOZaeeqppygqKmLRIn9W39bWVp5//nleeuklrr76agBeeOEFxo0bxyeffMLcuXNZv349R48eZePGjWRlZTF16lR+8pOf8Oijj/L4449j6EdUyaWGXpaw93RylSSWpSexs8VGi9fHlIS4qObqecssq7LSUm9HGRU61wvAyrGT+fab/2RneRm02Lkq1gsIg9fpQtZFYaUIwYa//YO4tDTMiT22nSKIAlX1svPNZ9BUFVNSKlOXxJaHRlXVC5IEMa8wmaVXF4U8ZjHp8fSw+IS0rPVBCyWmm7n/t4vCWupK9+/h3d/+J5aUVGRFR9WJY5gTk1BVH3I01qXzbH7xT5z85GNueOQxho0ZYGvZJUbHcx1O+IwePZqkpCR27dolhI9AECV92up68MEHWblyZWekwUDidrt58cUXuffeezv/6Pfs2YPH4wk439ixYykoKGDHjh0A7Nixg0mTJpGVldXZZ/ny5VitVo4cORLyXC6XC6vVGvBzOWCQJNxhPijnJMdjlCW2NLX5G3rZbup5tKnRzsw5eZjPJ7FrbGzk7x/u56WP9vOPTQd45r1PkWWZ/7nxZh6cfxWjTeF9D2LVBDWfHCVzdo+stSHWH2reuLQ0rrhuGdMXzOtsayuvo7LEyul1pZT87g085wLz/sy9+UHm3Pg15q7+Bs6WxhhXC9VnDpE2fOCz7EZ63uQQJS1CWnzMyf5SFbGeO8TzrWkae997izVPPUHumHF86ae/Irt4NPGpabQ3N1F+cH/U8+9Z+xZ71r7J1ffcz6jZ82Ne3+WG0+kv5GsME6EoyzIzZ87k0KFD2O32wVyaQHDJErPF5+WXX2bv3r3s2rXrQqyHN998k5aWFu65557OtpqaGgwGA8nJyQF9s7KyqKmp6ezTXfR0HO84Foonn3ySJ554YuAW/xlBL0ucc3pIM7ixhvD3GGsxk6zz8E5dCynhLB49yl50oChyQHXw2RlxjFzc5ST70kf7ga7tqLMn9nLCXo6maZ2+Wx2/V1WfYjSLo74uj82FOSXYUbgjwqyDk6cOUCEHCpVR1uagcZXbjzL+325G0es40VJO1m03Rb2WaFB1EpKmomkDmzUikrGmODeNtbtPUt/qYHRuCu0uD5McHoJsAdmToXy734G5H/i8Hj54/v849OF6Zl6/miu/dDeyrJA/fiIHP1hHam4eR7Z8SOHUyLXVAE5+8jGb/vZHZl6/mmkrru/Xui4X2tr8X1ASEsI7yE+fPp1Nmzaxd+9eFixYMFhLEwguWWISPhUVFTz00ENs2LAB0wWqlPz8889z7bXXkpsbXfXm/vDYY4/xyCOPdD62Wq3k5+df8PNeaJJ1CsNMelo8Pq5IiQ/ZJ9uoZ0laImWG0FsQPb/Xtzs8VNa00VBtIz+vKzNvb/4jyYW5jLk29Df3mrff4cinzwOQO2IRKRnFIftBeFM/igReoNtO5ozsHMZPD7Q0ndgTLNQlWUHR9/4noKpqVPXBeqKPT8R+tgSCa6P3i0gWn1HDMhg1LAOX24PD7SUxzsjhzSGyHusM4Otfhm+7tZW3f/Vzak6fYMU3HmbCoiWdx/LGT2LnG68yYuoMTu74GJe9HWOcJexc544d5r2nf8XY+QtZ+KV7+rWuy4kOK3RiYmLYPhaLhYkTJ7J7927mz58f6AMnEAiCiEn47Nmzh7q6OqZPn97Z5vP52LJlC08//TQulysg30SslJWVsXHjRtasWRPQnp2djdvtpqWlJcDqU1tbS3Z2dmefntENHVFfHX16YjQaw5qQL2UkSWJSGB8e+969qO3tnY+zekTGddDu9fHfpTUUxxnZsuYYlqJksrLimTU3jwRLl8roT36gtOxxTJj9FVRV5fjuFyIKn8bDZ0gaFezDIOkVVLcXuZsPl88XQiTFhxCAUYqZw1vWUDQ3dCHWSOhMcfjOb1UMNkaDHqMhitwutnqIj72eWWtdDa/99Id4nE5u/Y8ng3xxho0eh6woJKRl4PV6OLHjYyYvCf0cNp6r4K1f/pTc0eNY/vXvhE+6OARpa2tDkiTiQ71/uzFr1iwOHDjAqVOnGDNmYPNmCQSXGzF9wixZsoRDhw6xf//+zp+ZM2dy++23s3///n6JHvA7LGdmZrJy5cqA9hkzZqDX6/nggw86206cOEF5eTnz5vl9NubNm8ehQ4eoq6vr7LNhwwYSExNFQb9uqO3txF95ZeeP77wpvSdxOoWHC7O5PjMFY0ECM6bkkJedECB6oHeLTzTSwu1oQWeI/MFuK28gdUywNU7SS+CJMltxxNWFXqnX48ZaWUpG3qgo5+xCrzfi66dVJRQx257CidNRS6HuKJzaAEffjnq65poqXnn8MSQkbv/Zr0M6IOtNJrKKRtFSU8XwSVM5uuWDEDOBramRfz75H8SnpnHDd/8dnUjEF4DVaiU+Pr5XK05eXh65ubns2LEDt9s9SKsTCC5NYhI+CQkJTJw4MeDHYrGQlpbGxIkTAb8/zf79+zl9+jRAp1BqaupypFyyZAlPP/10wNyqqvLCCy9w9913o9MFGqKSkpL4yle+wiOPPMJHH33Enj17+PKXv8y8efOYO3cuAMuWLWP8+PHceeedHDhwgHXr1vHDH/6QBx988LK06nxW6GnxicUC1NGzqe44SaldUUrN9acpOfwWuz58Amd7ZAdcv8Un0I8p5E2ij4apve/9mWk33NunsYomocpdma4HigENFBu5yC+Ahk2Hc3t67d5YWcErj/8AndHIbY8/RWJGZti++eMmUnH0EBMWXk3l8aO01AQ6j3vdbtb84gk0VWX1Y09gskQWv0ORpqamIN/GcMybN4/S0lJ+/vOfxxRVKxAMNQbcpvzMM88wbdo07rvvPgAWLlzItGnTePvtrm+UJSUlNDQ0BIzbuHEj5eXl3Htv6JvMf//3f7Nq1SpuvvlmFi5cSHZ2dsCWmKIovPvuuyiKwrx587jjjju46667+PGPfzzQlyiIQE8LUDQ3aVtrBUlpXdl9y0+uJT5xGNMW/oDj+/5C27k6zBlJIcfKehnN3VNUhLCJ9GhSVRV7U3twvx6oPi+WhNRe+4WibPcmsibMRFHkoBpanzmS8sBlheaysF2c7TZe+/G/Y7LEc9v/9yTxqZHzPuWPn4S9tYXUvAL0JjNHt34YcPz0rh3Ul57hxu//iIS08OkRhjLnzp2LOkx90qRJ3H///UyfPp2tW7d2RoQJBIJA+l2youc3i8cff5zHH3884pjS0tKgtmXLlkXcNjGZTPzud7/jd7/7Xdg+w4cP57333ot4bkF0WD2ezuirWJAkKSDKKtK2TMcxl7MRgzkZgNOH1pCZP4+sgpkA5BYu4thHLzHzi98KPYlBofGclXMnu4R0VUMzjuOlzBhb2G1h/v/2/OED4hP9b/vCqycR1GEAcLvs7H37eZQ4CxMW3MCxQx/j8XjRReFIHQ2x15+NckDRVXBuN1Tvh/GfCzq8f91anO02bn/yv6PKpJw7ZhySLHN822bS8wo4svlD5t38xc6tyGMfbyJn1BiyRob37RrKWK1WWlpaYgq4yM3NZdGiRezdu5d9+/Yxe/bsfrsgCASXG6JWlyAkhcPzObrvIBOmh8/DA8EWHr0i43R7iTP5fYG6y4kzb21H0slIkkThdXM624ePvYGju/+IhERq1iRyCmZ3HsvMm87+pjW4bXZMyYEhvRUVrZzZU0mcxcDs60d3OzKCNZv2BAqf88Qn6hlz28LIF3+e6jOHSM4PnSgwEp++9jtm3/wgBrPfwVzRKfjcHojrfyRkg81Fojm2P9uYJF3eTDgZnLPI43Sy5723mHjVMhJSo7POGMxxmCzx7H6nyzJbefwoeeMnYre2UnpgL4vvvi+W1Q0pjh49iizLFBYWxjQuKSmJ8ePHs27dOvbt28edd94ZMRxeIBhqiPCJIUfP22Boa8C4qZOxNTdTfjb81kcoDDoFd5haUbJBx4iVc4OsSInJeUycfT8TZt9HzvC5Acec9hZyZo7j5L+2BM2nADkTM5kVIHqgtrkNszGck2w460dwe8XB7RRPjS3vdPmxT0kbPalT9ADodDJe98A4OX94rI4rR8UehRU1TisYg2+SBz9Yh9vezuwbbo5pulmfuwWg8/k4ct7J+eSOj9E0jTHzruzngvuPpmmo/S3rcQHYt28fY8aMwWIJnwYgHLfccgt33303TqeTP//5z3g8A+9kLxBcqgjhM+QJbw+Ys2QxZ/fux2mzhR/dQ8QosoSvF0dexaSn7P1P0bX0/vY7feB9Rk9fxbDpEynfti/gmMGg4HUHi6yPdh1m2eyJPdYZ+1tdVX3o9LGVOqk68injZq8IaNPpdHgGqFhuVauDooyBcQJWVR8OZzut1gYamqtoaDxH68kPYFhgskGvx8Pud/7JuAVXRXRmDsWs61fz7b/9kxHnExge/mgDHpeTYx9vonDKdOISQ/tuXUjafT7+UtnAb0treaa8jpxNB/jByXODvo5IVFdXU1tby9SpU/s0XpZlRowYwV133UVzczPbt28f2AUKBJcwYqtLEJErb7qe00+/hDpnBHKI4qY9UWQJry+0xadDIuVdNQ2A6gN1Ift1x+uyYzQnYRydRP3xMzhb2jq3vHQ6JWTOHoPBgKKEEzoxbPzEaATwR24Fz69TZHyeKCqmh+CfJ2s5Z3V0Pn7vTAPS7mAxJnU7r4aGhNT5fxF61L1vBx1HklB0JnR6E4pOjyTrOKjksVoX+Dof3fwBtpZmZt94S5+uQW8wMuuGmznxycegaWz9x1+oOnmM6771vT7N1182NFh59OQ5EnUy3vOv8T5rV7mHP1c2cFVqQshivoPFgQMHsFgsFBf3z/8pPT2dOXPm8PHHHzNjxoxe8wEJBEMBIXwEEZFlmeL7b6Xxj6+T9o0v9ppPRKco+GL3vg1JzxDw0dct5Mg/1zHptusAkBTQQhiXQjnJa50do1ub096GEmN28rOHt5EzYVZQe6pax7ldH1N3Jht9XCIoOlQV/4+moqk+JNWNdD7nT72tmUMZi5EVPcfr2/j9tV3Wq69MziPeEOufbfTV4Y/VtQQ81jSNPW+8yug5V/SrSnrWyGK+/dfXeftXP6e+7Cx6o4nimXN7H3gB8Jx/fxy6YiJGWeaeQ2c6BZBLVfnByXNkGHS8PKWICfHmQV+fqqocPnyYiRMnDohj8sKFC9m7dy/btm1j+fLYE3EKBJcbQvgMeXoXArLJSMqXVtH4/Boy7gv81t9TZMiyFGCFiZgisJftp7JjH5I3pqvchaxTGDZjEmVb9zD8yhnodKHDxENFonVtdQUf86k+nG4H584dw9ZYg6O+hqZjB5j2+a9HXF9PHO2t5OQFFyXNtUgMy5mHfvRM2ttaUH1eFFlCliQUWUJRdMg6Iyh6kCSaWmoZVnOSsWOD/V9iFz2xMdxs4FBjC5PSkv3XZG0l5cgJxt711X7PrTcYufmxJ/jgT8/QUF6G3dqKzumIKkJsIOnQ5R3vBAkp6H3c5vVx075T/G3SSOYkD66VpLS0FJvNxqRJk3rvHAVms5m5c+eybds25s+fLxydBUMeIXyGHD3lR3RbP7rUJBKvmU/TP94j9YvXhe0nS1KAo2j32WMNGG+pL2PEhGsC2lKL86k9corq/VVo6Cgra0WW6jCb7WiqD9XrwVd1moP7D4Bs7iyKqms+QtXaBurry9j1XgWplvzO7SFJgsRcHZayUpLSs8mbORHLki/EHMqvoYUug6EzoHn82XQtCcm9zpOanEVZyY6Yzj1QFHjdnHzjDexTJxE3cybNOz/BrVNi9u2JxNzVt7F/3bv88VtfwWCO4/7fvxCxjld/8KoaOjnwddTO/w10vv4BbX5+WJTLe/Wt3HaghJ+PzuNLOZFzFg0kBw4cIDU1Ner8PdEwd+5cdu7cyfvvv8/NN98sQtwFQxohfARRYxyRi7epldb3t5GwfB6+2iY4Vw10bcXEGfW8t/sUSXFGmpqaaG9sp+Tt7Sh6HTpL4NaR0ZJB9cH3+ORcE8l5Sf59qw7LjKZSUSkxLcQ6cudN4/hHhxg9azKT5g2jfdcW0hbNRFF0SIqO7GwTsq+FxBHdKnxPPj8WMJ55EVmpY8bwvvmshKO9qpykGcuCD+j7XxB0sNj/4SYW3ns33qoq2j78CFvJaRx63YAmGLQkp7D6B4+z5e8v0FBRxqdvvc6VX7wbe2sL5oTEftXqsvtUdrTYKDQbONHu5N7DpQDsnDuu02enw0bYXQ5pnW3+1nhF5qXJI3nkRAXfO17B5zKSsegurFjw+Xzs27ePI0eOsHDhwn7VweuJ2Wzm+uuv5/XXX2f9+vVce+21Aza3QHCpIYTPEEDz+VAdDlS7HV9TzxIQsfnjWGaMw/bJQVpeXYcuLQVf4ylgaefx2WMLmD22AIAtW7ZQMGIsGcOzsKQFV5dOLfL7w8TXl3DV5MB8OfsOHidzRuiQdEWvw5xuImVkMilA+SkLqZld345dWgbuluBcNB3MGnkHW07+X7SXHBVHP30fY1wiOkOwQ6yk6NBcvWeJ7o4pLplWawNJiYOX0fj08ZNkFo1ElmUMeXko8fG011Wi6BTMAxx9NWLaTEZMm8nHL/+NPe++QeHkabz6438H4N7fPkdKdm5M8y3ffYIDbY6wx+8+dJZ1M0fzizM1vFXXzDCjHuW8ruiuLzp+1QCTInN9RhJraptxqhoXxiblx+1289prr3Hq1CkmTpzI7Nmzex8UIxMmTKCtrY1//etfjB07lhEjRgz4OQSCSwEhfC4Dml99FX1OLv6Payn4f1lCNschx5mJmxXsfBsr8XMnw1y/CaW6KXKeH1mR8YXJ69NJiG+2ZaXnuPGGa0J0Bp1ewdctPLzn7pIsG9DUwbOw7Fv/d5LShzH+2jtDd9AZ0Lyxrae4eD5HD69jyrTre+88QFQcOcpVN9/Y+VhJTqbN48KckDSg1ofuzLrhZo5u+bBT9AD86TsPMOmqpVxz34PIskLJnp0MGzMBU4SIpByjngNtDkbFGck1GvhiTioWRWZhagL/72QlL1Y38o2jZaytb2V5eiLfLcwOuKaO91DHrljHW0o530eNvTRs1DgcDl566SVqamq44447+h3JFYnZs2dz5MgR1q5dy9e+9rWguogCwVBAvOsvA/Q5OcRfueDinDxC4jdN0/xZi3sTPjEmj5N1SsTaV5KsRxvErSWP3cbI6YvDr0dnAI8rpjn1egOq2rcQ+L6we/M2xs8PjrKyl5ejz8q6YOc1xsWx+rHH2f3OGyz4wp0Y4+M5/OF6PvrzHzAnJpFTPIa3/uunADzwzF9pKC8lKSsbW2MDiRlZJGX61zbe52SrpLF1TnCl+CeKc3mxupFjNidpeh1/mTQy4LgE+Hr4+HTonA7h471ACQ47EgxarVbuvvtu8vL6HjkXDbIss2rVKp599lm2bdvGokWLLuj5BILPIkL4CC4YkiQhyRJqmLw+HfS8pTQ0tRCfEH5joafwCTJGKEY01R3javuO1ps1wGBE8/UtgaGmqv3yeYkGl9OJvaWFrJzsoGPuqkpMI0eGGDVwpOcPZ8U3vtP5eNqK63E7HHz88l8D+j37tbsCHo+YOoPVjz2Bo83K3rVv4ZkZOsu2fP4NcsbhYlZi8PsqTa/j3fpWjtkcFJwvtdJl8fH/77tABp8333yT1tZW7r33XjIzB86BPBJZWVnMnz+fzZs3M3bsWLIuoLAVCD6LCOEz5OnfFoas0+HzeFD0of1xJFlG6yWvT89tlB2f7OOaq+eH6e3/1trdGtLzy7ikGNG03oRG/+9kLlsrZw98jK2qPGI/SdFBH4RPRtZYjp/ew7jR/d+ejMTOdR8wZ/mSkMc8jY044i247HaMcXEh+1wIZt94K3njJrLzzVcpmDiFpqpznNq5neVfewhNVXn71z/n7P49/PXRb2NrbIARE8POZVZk/qMolz3Wdr5XGCzuHhuZw9ZmG1ftOtHZZji/56U7/970XQCLT1NTE8ePH+fGG28cNNHTweLFizlx4gRr1qzhvvvuE1tegiGFeLdfFkjYD5XgPlOD5j2fGQ9IumkB8gWORJH0+rDCR9M0LMnxnN5znLqzVT0GyuejuCTKGm1Al1Whte04Rz8+jt4Y11kh3pKYQdEUfxi9LMs98q4E3pQkxYjmc+F02Dj4yZ9RVQ9zlzwc0CfemMn2I2+Sah7O2JGhYseCabFa2fXqCySmni/AajZTMHk+Y+aHD+8HQG8Cb+wWqKzUXHbufTkm4VPa2IxepzAsKdiZPBQ1ldXEpSRjDJOssfiuL3PsN7+irrSE/PEDk1cmGiRJYtjY8az+weOdbcvu/1bn7/f8+v84sP49VFVFbzRSYkoN6SvWwTcKwguLZL2Of04rYkuTDaMsEafILEzx57qRuXBbXYcPH0an0zFuXPD23IVGp9OxevVq/vjHP/Lmm2+yevXqXpOTCgSXC0L4XAY4T9SipGg4DlSS+b1V6BLj8TRaaX7pI4yjcoifNyFojM/mwNtkxVdXg2PTP1FbmtCc3aJiJIlWdylSalHnYzQNTfURP3omSWPmAX6Lj+p2QxhrQGJWCtOvmxfy2Hu7T9PSZoOEruy4bo+bpKLRzJgZaIE4uPUvAY8DrUSBNzxJNvgtPppGasYE3O7AiKq2liq8RytJzBuP0+3g1XeeZs6UaxheEJx8EMDjdrPhg42oaQbG6EYwavUNIfuFQ9L1zeIj6420t7fx4qFjnW0+DeJ1Om4eP6qzrd3t5s0TJbRVVDBudDEer4+NR47zpTkz0PeSr+XYJzsDHJp7klowHLeiRF2RfbBIG5bP1V9+oPPxhnUfovXDepljNHBbTmpQu+4CbXW53W527NjB5MmTMRovTmmMnJwcVq9ezWuvvUZiYiLLloVIxSAQXIYI4XOJo7p9mGcswDItC9OkanxNPrw1zaBpWOZMx3W2lsYXtyDHSd2TlSAZ9ChJZuJGjkFfPBk5NRs5LjCjq7r31yRO/0bQOave+79uwkeP1x3amtFbJFCrrZ0vXTU1oG37yT3MHTU5qG+oMhThkGQZtPPZmnvUtHDaWzi641VmLf925zfcKWPm8eGnb3H8zH6WLvx8wDff0yeP0lhVwxhGUTR7FGXnPsTVasOYFH02X0lvDOts7bY20HZiB57GcrJXPBhwzNPeyrLiUWRPCrQI7DxXxXP7DpNqNNLqdmNSFG4YPZJPas4xf3g+er0em8vNq7v3cfucmWHXdWTvAQomht8iArDW++upxQ9gHp8LwYWJOetybh7ora6amhocDgezBiDKsj9MmDCB1tZW1q9fT0FBAWPHhhb/AsHlhBA+lzj2/XXETT1vxteM6NLNyHF6pPM+CqYxqThPZGEaE/xtFsDpbUCXNyrksWiQDXq/xScEsYiVDlps7WQkZQS1xxxOLZ33BdLUgJvi/k0vMHv5twLEjSRJLJlzI+cqS9jx1zeIG5+DotfjaLWRMSyHOYuvpmy9P2w/ZeoYmvaeIOeqGUSNLnQCw3N/fxRD/iTiR83F0xjsJ9R8fCtpE68Oap+Tl8ucvFzaXC4SulkLFixYwNatW7n66quJNxoYnp7GwaoaJucG+7X4fD7qz55lcQRrD4C1oR6TxYIujA/X5U6H8HGowVGENpsNm83G0aNHaW9vZ/ny5RgMwQVk7XY727dvp6mpiZaWFux2O+3tfitkYmJ0W5IXkrlz53LmzBleeeUV7r33XvLz8y/2kgSCC4oQPpc4umQTssG/nWEckYS7vA1TcfKgnd9cV0f5pk2M/fd/R9fDZB+rWOlZlLQ7PUVU92rkIU+jgaQoqKq3c+6SA+9SPG0FshLmbX+6jek3LEWOM+B2u0gIkbQvvjCHhu37e72WABQdhAhN16WPIHPhHQBYD24IOq66bBjiw9exSujxfJvNZhISEqiuriYnJ4cFRSP4245dTMzODPLf2LnhI6YtCR0F1Z2W0rOYL4GoHwnQLkCuoWS9/2/r+r2nmBhvZopBYaajhQx7G9u2bcPbLZ/U4cOHmTJlCtdee21nqZTGxkY2b97MoUOHGDFiBFlZWVgsFvR6PTk5OVgsFzItYnTIsswXv/hFnn/+ed544w0eeOCBi7b9JhAMBkL4XOrIEs4TPbMx9yDSDaGf9wpTWjr5K1Zw4s9/JnfJElK6JV+zWq0Rx/YUMwfLjjIhP7pssr2GkAOyrENTfSg6I16Pk9bGc4yaFt4/x2NzYk71fwMP5+wryzI+VzN1e17HbavtuBBsTccYu/p3IceED0fvfg0Dc9OOi4vD5erKGbR47GjeP3qClRO7tsusrVbQVJKSe8/G3H7mNKnFowdkbReSC5RfkUKzkW1zxrK9xcbOlnZeq27go5ZGbjm9n8TERJxOJ5MnT2bcuHEcPXqUnTt30tDQgM/no6Ghgfb2diRJ4vrrr2fGjBishIOMoiisXr2a5557jnfffZfVq1dfsKSVAsHFRgifS5zBtO500l2wGA3oFIUJDzxA2YYN1O38FBQZSZJJOLuLA7n1SDpT5zdg/3AfkqSg+gIz1JbW1XDjnNDZmntbjsfWhs/lxOd0oXrctNqsOMoO+pMoKnpOH3iHESG2jQIniu587cPLySv4IuaMLpF2bvPvg/qpqkp7axu2VhtxPhVzUI8+nLwXampqWLKkyzE8PyWJHWfO0up0kWTyf4vfu/FDrryx94zQmqriPldJ8srPDcjaLlWK4kwUxZm4MzedkrJybHFx/Nu//VuQMBg+fDgpKSkcPXqUxMRECgoKyM/PJzU1lfT0z7aPFEB6ejqrVq1izZo1jBgxgunTp1/sJQkEFwQhfIYCkXxtIhxS2+txt5zGkBwoULytjVSt9d/o3efOkTLLX6tr+NKuml1ej52ME2m0HfqEgi/+v6C5XS4buytepaIhh/z03rPVaqqPdmstbpcNn9eFz9tl1ciaNpm6vftQjAYUgwFFrycu6wZ05kSyJo2l4vQu2hqrGT/7trDzN52oIL4g/M2p+z3OkDIpQPQAfOLIJGHNRwFPtSRBnMVEfLwZKSGHqcEXFfZ8turTGFJj97XwhUgWedPUSbyyex93zJnJmZOnSR8+PKrq3NaGOnxeD2l5n32fD+mCuTf3xF8GJpw1ZO7cucydG5wB+1Jh8uTJnD17lvfee4+8vLxBzy8kEAwGQvgMBbpZW2IxX1umfgP78ZcwzHo0oL3gSz/q/N1Wuh9Pa0PQWOvJHbhqShl283dDzm00xnPvynt5Y2eXb0t2Snh/ltyiWVSe3oHeGIeiGDCldokGU0YmwzLCf0A72uswJ4SfG6D1dCXDrw1fGLK7oFF0ejxuJ3pD13aYMT2V5WEyBwMc/Oh0cKPUfQss8HWxlnxK1uzVEdccilCvr15RGJ7md3RuPHiYq265Maq5Gs9VAJB6SQgf+hXOHvvZLl+uvfZaKioqePPNN/nKV74SlUgWCC4lRMaqIYLrZDOuUy0xjdEn5CMpkZ0cJZ2x04G4O4rOTFzeOBRDaF+ZDm6as5Sdp46w/sAeZhdPDdsvM38yo6ffyIgJyygYuxiDKfoswtWHvYwY1/vWTrQJ3DKyx1NTcbhH68CGO2ted6/PXU8OHz7MqFGhI/SuLB7BoQ0fMHZu9FW/GysrUAxGEtKCo+w+k1zeemTQMBgM3HjjjVRXV/Pxxx9f7OUIBAOOED5DANPoFH84e59ykYTfjgF/Hh8tRFZiSWeIuj7VLfOWI+39kHMnt/Zhfb2j01swRqjs7fN6exU93Q0pyRl5tLXWBB5HDrnNFA5XczWq296tpX/C6cMPP6S6uprCwsKQx1VVZbrmJScvN+o5G44dxZKbe0k4uQ7aEjVtSAisvLw8FixYwObNm6mpqel9gEBwCSG2uoYSoe4O/fwQl3RGNG9wjhpZ0eFTPag+L972ZgAMiaEtB7Xl+7nm+ptw2Jo4d3o7ecXh63T1BZ1Bj04f/q1et/skaVMiF+LsrhllWQ4SkXqdgsfnCbstUHn0IJnuBjoEjmJJJTlgK6vrhdBUNeo7eXt7O06nE51Ox/jx48P2K33vfYYtjc1xvO3QATKvXBzTmIuFhDSIW11Dg0WLFnHixAneeOMNUc9LcFkh3slDiVAWn37u0Mh6A5rbFdRuyi6i9dBWHBWn0MUl4LE2Ejd8PClTgm++1Wf2MHnhl5FlmaM7X6VK3knuyDn9W1g3FL0uokXHU9dOu7EJe10zlpw0LFnByR49Lc6I5zAoOlweF6Yw21NtI1eQvTySoOt6IVrO7iMuL7jMSCjWrl2Lx+Phi1/8YthrVFUVV0MDicOGRTUngL21BWdDA9kTB68+16VAW1sbDn1wksLLEZ1Ox0033cQf/vAHtm7dylVX9Z73SSC4FBDCR9ALvWwB6c0hLT46UwLDrv9WQFv9x69S/uITFNzx/wWf5fxNe/ycz3N4+0vIip7s4V3htAe2bEPRnz+PBEkZ0fmdqKra6xZfwQ2zaD51DkmRqdt9khErg6NyDCmR/W10ig5vhK2u3vVll7XCfu4wuVfe2euIQ4cOMXfuXFJTUyMKu9L332fYNbFZe6pP+yuV5466NEoYSBKDuAU1dCxLOTk5XHHFFXz88cdMmjTpkgjLFwh6Q/j4DHWk81srYenNx8eAGmXl8YwFn0eXEihY2q21GC2BifQmzv8SdeWHqa881NmmGDxMnLfY/zN3MfnF0VlESg+cIm9s5G0sgJRReSSPzA0pIHze4OcgLj4da1OX74NeUfD4Yq/A3kU3aaRpEZIedlFTU0NBQQHxEfyXVFXFVV9PYl701h6AurMlGExxJKRfIo7NDLR7eWgSEhIwx0XOyHS5sXDhQhITE3nnnXciZlcXCC4VhPAZ6kgyRPww68XiozOELcAZDWcOrad4yrVB7ZOvvIvKkl00VJ+vTN7Hu1rt2Qryx/cufDoIdZrqrefInB1Y7yo7fyK1lV2RXTpFwRPBmXugbQQHDx5kzJgxvfYr/de/Yrb2ADQfP455eMEl4dgMg2eDuTSejYFFr9ezatUqysrK2L9//8VejkDQb4TwGQJoqoa7og3NE0LgKAp4o4u+CoXfQhLD7aDHjdTncaM3hK5XNHXhvZQf30prw9k+ry8ay0lveO1eTEmBYf2muAQ8bkfnY1mOHNUVrW7zuZ1ISu8FQTusPZFQVRVXXR2Jeb0niOyJ4+QJ4sdHZ1X7LOBPYDg4smQwLEufNYqKipgyZQrr16+nra3tYi9HIOgXQvgMAXytLjRNwzwxeH9ekmW0fgif/uDzuZHkyMnRpl91Pyf3rsVlb+3TOfprsWgqacGY0XvOIEWW8fZrG8C/zqZjW0kafUWvvTMzMykvD67o3p2ydevI7YNDqtftpr2hgYyRxb13/gyhDYbukaShqXyAZcuWIcsy//rXvy72UgSCfiGcm4cA3noHSnKYRISKAiESEHZx4fb0zxx8v/f6WcCMa77B+hf+EPP8thYrshzb+nveOxVZQm8J/WfiUr28W7YDr6ZSXt+G5s3HXFuBw+tDri5juOxD0zQkScJZcZZ965qYtnxVmDP776bu5koypiwN06eL+vp6Jk+eHPa4qqo4a2pIujZ4GzESqurjpW/fB5pKesHwmMZeTAZrR86fIXpoYrFYWLFiBWvWrGHq1Klhk2UKBJ91hPAZCmga+szQVgtJ19tWVzRGwb7dCtpbG0hMjbxdA/5tpNnX3cL21z9m/i0Lop7f6/ISl9wVmu7z+bDbXXja2mlvbcfRZsNhbaep6hgmiz9qK3FXKU0tDee/2Ws0K0dozyqibm9gCLMEfOht54GcScQb4vHmq5RanWSY9SQYFN7ZVsENVy4KGPPJmleiXns42tvbsdlsJCcnR4zkKt+wgZzFi2Oev7mqCvlsGe1GPRkFI3of8BlBgh4lQAQXgkmTJrF//37Wrl3LN77xDQyGoRHaL7i8EMJnKBDp67Ay+FtdPp8Xp91GS70Nu62NuPgEVJ+Po3t343a58XjceD0eNE0jqbKKOEVG0zSMLU52P9vIzAd6rxauqiqvbK0kzdLA6a1dGaGrSmwsHpVDXGI8yVnp5I4ejmNTO3Nv9FueStr+ROoXr+vsb99UwogrViHrgj/g5eaznLVWMyl9FDpFpjilS1yGTJkUMaw+OpPFO++8g6Zp3HZb+IKrqqriqKqicPnyqObsTn3ZGVRZ4q6X1qA3xVYyYygwFJ2buyNJEitXruT3v/89mzdvZunS3q2TAsFnDSF8hjqyAl6f/07t84DHDrIOjP4QaWeNinPv1hCRX11G/7K9TbQ0/SXk9M3NPhT9MFJSTICEVxlB8+7t6A16mpuL+HTzRyxeeQPWlmZampqYPHsuBqMRg9GIrCic+MfLFH3xC13zHSvj1OtbGXXLlREvq7ndw6hRGVw9pSsBn9XhYZu5jnEzA0O7u/sB9ZQm6RNvoG7v62TP/lLQOYqTCnin/BMmpQeb/EMmye5lP8beeA5dYvhiq/v37+fKK68kMTGxF2vPxj5Ze8Afxm5KSsYcn9Cn8ReLwarOLklS3yq/XEakpaWxcOFCNm/ezOTJk8nKyrrYSxIIYqJfwuepp57iscce46GHHuI3v/kNAM899xwvvfQSe/fupa2tjebmZpKTk3udq7KykkcffZT3338fu91OcXExL7zwAjNnzgTC3zT+8z//k+9///sAFBYWUlZWFnD8ySef5Ac/+EHfL/IyQEky4DzZfL7OkNT1P6CRgb7lCLQfA0UP+jiwnoMJNwFg0U/EPGUeshL+rWKvN1MYprJ5xbFyVJ+P4RODt03qaw+gSVX+NSoK5jgLiT0qtHtbWwIep4wbjtfp4czbOxh5w7ywazpa3sqoYYE3748P1XHlpGBh0f2m2fN9ZkofjvvgGyHPochKWCtOX26OLce2kDkzvDWroaGBqVOn9jqPo7qKwuXLYl8A0H7yJKbhl45vT086fKoEF5YrrriCQ4cO8e677/LlL3856gK/AsFngT4Ln127dvHss88GOVja7XZWrFjBihUreOyxx6Kaq7m5mSuuuIKrrrqK999/n4yMDE6dOkVKt5tgdXV1wJj333+fr3zlK9x8880B7T/+8Y+57777Oh8nJFxa31wvBPosC/qs0CHjkAL0CHc+3RVBpeiUiKKnNxSdjMcVnOensrSO9Jxk6mvOCx+dDk0LDgfXxQX7JmVMK0b1ejnxymZG3XplyA/d+mYHV04IFDkuj48Ec+RQ8VBCRlaM+Jw2FFP4RIHREGmrSzbH421vRGcK/TqVlpaSlJQU8lhAv3XryVm0qNd+oXC222goOUVS8aXntNqhdQZH+Axxkw/+charVq3iz3/+Mxs3bqSiogKPw839X38AWREiSPDZpk93NJvNxu23384f/vAHfvrTnwYc+853vgPApk2bop7vF7/4Bfn5+bzwwgudbSNGBFoIsrMDE8i99dZbXHXVVYwcGZicLiEhIaiv4OKh6BRUb7CgKT1ezbxlk6ivOQr4i5qqvsDtNK/TiRbmm2TWrLEk5GVw7G8fYkwwUbhyNjqj3w/nUFkLacmB/iken4oih74har3cyLKm30rt3tfJnX9PxH690XFDVr1enO022ltbcLS1gaYSb0nD1VASdmxhYSEnTpxAVdWI365PHTnMrDGj+7S+N3/4fZIqqhl+91f6NP5i0il8LvR5BuEclwqFhYVcccUVbNu2rbOtcvNJ8q++NMqcCIYufZLmDz74ICtXruSaPmSEDcXbb7/NzJkzufXWW8nMzGTatGn84Q/hw5dra2tZu3YtX/lK8Af0U089RVpaGtOmTeOXv/wl3giOuy6XC6vVGvAjoGf1hH6h6BS8IYQPEHADNxgMVFeeo/Lsmc628nXryb/uulBDAYjLSWPC3ddQ42vmH6/t4M3t5by1vYLaZgeLJgb6HXx8pI7Z40LXGYq01QXg87hQPe0hxybpTTQ7g3MMhTI6JKSls+OfL7PrnTWc2LGVhvIyfB4Xpz7dQbtkwZkQOW/OzJkz+eSTT8IeP3nyJIXXX0/lunV4HI6w/ULR3tKM59hx7IuvYNKS2J2iPzOE3XrU8KgaDq8Pm9tNs8NBo72N+rYWalsbqG6p41xjNeUN5yirK+dMzRlOV53i5LmTHKs4xtGywxw6ewCP5kLSRNmGDq6++mquueYa8hKzMWg6DGf7nsVdIBgsYrb4vPzyy+zdu5ddu3YN2CLOnDnD//3f//HII4/w7//+7+zatYtvf/vbGAwG7r777qD+f/nLX0hISGD16tUB7d/+9reZPn06qampbN++nccee4zq6mp+/etfhzzvk08+yRNPPDFg13E50t9dA0WvQ+thybG2tGOKC4ySkhWFaXPn43TYO9s8tTVYUoMrpQdh1nPnrZG3d1ra3GQn915jqed2lM9po2rn8xQu/2HI/pPTijjQWMLiYdMD2kPdfycsWhJyjpqS07Qe3UryhNB+Uh2kpaXh8Xhoa2sLuYVbUVHBkiVL8Oblc/yvf2HiAw9EnK87O9e8AhLc+G//H7ISOankQKGpKh5bM25rI+62JjxtzbhtrbjbrbjtVjz2djyOdtwOOx6nE7fLhcflxuN24/Z48Xh8eDwabq/G0eGz4OqbmbZxC15JxicpeCQFn6TgPf//gGBKZ17L4d77DREURWFs3ig+2vAhk5TheE614Cq3YixIvNhLEwjCEpPwqaio4KGHHmLDhg2YBjDUVVVVZs6cyc9//nMApk2bxuHDh3nmmWdCCp8//elP3H777UFreOSRRzp/nzx5MgaDgQceeIAnn3wSozE4gd9jjz0WMMZqtZKfnz9Ql3VpUn0Q7A0xDYmkjXR6BZ8n0OJz6mA546YXBvVVFAVHNwudlJTc67ndLjeKPrLfTm+FFbtvdXW3+Kiql1Mbf8Copf8Zdnsp3ZxCs/tI8JwxmMqMJgNem38LrDcWLFjABx98wLJlgc7Lra2tmM1+YaczmyhYsYKTr7/O6Ftu6XVOn9fLmTdex2k2YopQ8LQDr8uJq6kKZ0sdrpYGXK0NuGytuG2teOw23PZ23M4OseLG7fb6fzwqbq+Gxwtun4Rb7a3ciYZeVjHIKnod6HUSBp2MXq9gNOiIjzejNxgwmEzkxbWTVb+XjIwE9BIoEuglCUWS0EnS+TYJvSyhIKOTJRRJRpYkJFn2/y7LyJKCLMnIsoQsySiygizLSJKCIks0rf81+dbTwB29Pk9DhbWvv41J0rP8WzfT/L+HaHjhCDmPzUY2DI6AFghiJSbhs2fPHurq6pg+vevbrc/nY8uWLTz99NO4XC6UPnxbzMnJYfz48QFt48aN45///GdQ361bt3LixAleeaX3ZHBz5szB6/VSWloasqCj0WgMKYiGNLY6mPKF3vt1I9ItXtHp8IW4oYfaUlL0+h59excPR3bvY9T0KRH77D3bzNjh4R2Dw4dCy8QnTkAx9lKyQtPYfmw7bS4HvjoTclYhnpJWiNLH2NR8jPzFq6krP9prX0VRyMnJoaSkhKKios72vXv3cuWVXSH+icOH03buHJXbtzNs/vzIc8oSRllF1Qc+D6rHzfof3UlTUxsuj4rLAy6vjFcLv0Oul30YFA2DAnq9hEGvYNDriLOYSTYaMJiMGEwmDOY4DOY49HHxGOISMMQnYohPwhCfiiEhBUNiKrr4NCRd73XLOlgRdc++U+axYvLae+84RCjZe4KztkpWTVmCOSUe+Y7x1D93kJY3TpN6W+9FdAWCi0FMwmfJkiUcOnQooO3LX/4yY8eO5dFHH+2T6AF/aOSJEycC2k6ePMnwEGG1zz//PDNmzGDKlMg3O/DnPZFlmczM8LlRBIDL5g9jD2XV6OdWl86ow+cNtLgoOplDn5Yw+6oJNDU28PG69/3LcDoZObbLMVJTIwufqopKWqqrmXbFnIj9KmrauemK8Bmiu1t8ultqZFmGHv4cms9N3f4nUfSJSEhoQJo7jdHFy0hPzsL50QeYpgzj5LnTEdfUgbu1gbj0XBKGj6OmNLotlEmTJrFu3TpGjBiBLMuoqoqqquh0gX/Ow664glOvvUZreTlJkQqaHnmDyeYqPtCKsJ45QOJI/99WzZ6NHDnbTn66npxhSRjNcZji4zHGJ2JKSMaYkIIpOR1DUgbG5Ez0SenIht7rml3SSPL5V12gaRofrNtAmpzI9Ov94to4MonEawpo23wO33UjUBJEZmfBZ4+YhE9CQgITJ04MaLNYLKSlpXW219TUUFNTw+nT/g/+Q4cOkZCQQEFBAann/TWWLFnCTTfdxDe/+U0AHn74YebPn8/Pf/5zPv/5z/Ppp5/y3HPP8dxzzwWcy2q18tprr/GrX/0qaG07duxg586dXHXVVSQkJLBjxw4efvhh7rjjjoCweEEIzn0KjhaYuDr4WD8/43U6Hb4ezs2T545i50b/Tf6GL90ZdmzK+HEc/9vfkIxGim66CV2PLa0TO3exaPUN/VsgvSW/CxSDDXt+QvrkR1BMXe+phf04d/lHrzBylT/9Qiz+VHPnzuXjjz9m4cKF7NmzJ2zdrlG33sqRZ57Fcs/d6EJtT6sqzjd/SfH0ArbuU9n/0m9Z+MM/AVBzcDuKpHLzf76IYkmO9dIuS7Ru/w51Tmw7RJWrgdXzrkPWdX3pjZ+fS9vHlbR9VEHyDUURZhAILg4DnnDhmWeeYdq0aZ25dBYuXMi0adN4++23O/uUlJTQ0NDlRzJr1izeeOMN/vGPfzBx4kR+8pOf8Jvf/Ibbb789YO6XX34ZTdP44he/GHReo9HIyy+/zKJFi5gwYQI/+9nPePjhh4PEkyAEsg6GzYCSD4OP9dPiI+uCk/z5fSZ6nzhzyhTG3nknhUuXcvR/n8bR3Nx57MAnu8kbP7bXxGnHT53AfOwYZes3Ur5hIzU7dkTsH7yuQIuPZIgPED096enIHQlXcw16s6WzHEYsEXRJSUkYDAZqa2uxWq1kZGSE7Tv67rs4/frroQ+WbsFTVorl1h8xdUoBew/XcHbtHwGoO3ua9HhViJ5uSJIkLD74/eY+3PQRmboUJl4zM+CYHKcnYVEetp3VuM+1XaQVCgTh6XfJip75eh5//HEef/zxiGNKS0uD2latWsWqVeEqV/u5//77uf/++0Memz59esRQX0EEJAUsGeB1wumNMGpg0hQMFMaUFJJnTMdrs0FKCm3WNmyNjUyZO7PXsY7WI6z4apclq/RfG4I79dA6qqritDtpqW7gbMtpTh14i1p7NblpKor9JHLtflKzpoY8n5xgQW1qQFVVGk+U4m534KyvouXsRkYuuZmkUV1rLv/oVYpv+EZUz0Eo5s6dy+uvvx7Sf6071Z98QvYVV4Q85t38R5SsPChcwNzvzKDue7ex5q9vkvDy67S5dUwuFtbS7miSjM7nombX2/gtPxJpE69Cbx5aiVIPbdhNnbeZLyy5KWTCwvgrhuE40kjDC0fI/t5MZLOojiT47CDejQJ/vS7NBxljIHEY7PkzTLoVDOGyPYdnz9YtOOz+nDc+nxdF0dHUJLF13S7GTy0mLct/I40l6sm/RhnN598y2/fhZuav6t2V1ev1IMldJnjV68VW10zZ+o1ssJ4kN8O/PdvuKKUjkHxjs57Jr76PzmwkPi2F2cufxGgy8fvtH/GF0VdxLv0QVcfXhxU+hhmzcW7ZzIhFc2ktr8Zk1mO0tjLia09yas3/Ys4owJCcSVvZEeKzCpC6+eX0JXVAfHw8kyZNCntcVVXaSkoouOqq4IPtjTg++Yj4u34AkoTOFMdNv1lDydo/UHVwFw67nSk3BkdVDmU0YyIpagOs7dqiPXv8Lkbc+b8XcVWDi8/rY9POLeSZMhl7ZWhfS9mgkHbHeGp/s5f6Px0m496JQvwIPjOId6LAv9Wlno+mMsZDewMceQOmfBFZtuM43oQkgbfJSdyUDDQNNI+K5vGhuVXwdIkYp72dBcuvDXmaT7cc4OMPdpGZno3ai+NyT6zt9ZxaexA1IQVzamqQI28oTpzYyohRC7pdpo6Jd30egHG7jnPFLL93ztoPuuq7JY8Zybxrg6OgOlablzqJZm1d+JPKMprThTHRQsbYQhxr38N8k7/+VvGND3L85V8y9vPfpWb3Rkbd/FDgOWLUguXl5eTk5ETsc/If/2DEjTeGPKbtfwkAaWpXAVZJp6f4c9+gOHzJsCFNwV3P0HimqySO4ZXbwB06ueXlysGNu2hWbdxwTWT/Ol2ykbQ7xtLwx8NYN5QJfx/BZwYhfASQlA/lO6GjJtfoFZBWBCfewzBxIpx3SlddXjyV7Uh6GckgI+kV5CQd2rAuq0qke/eUOWPx6tqZNz+0I24kzG07GXPTvZw7UokxPjpLlNvRQlJCWszn6o2k7ClUlW8jtyB4+8i5cQOm+XP9v3/4AealS5DOO35Kskzxqq+y77l/Z/iVwdu6sVp8Tp48GTF7esXWrSSNGk1ceoiM1ZqG470/YZ5/NVgG/jm6XFEMJtLGdr3urZIuKPLvckZVVXbs+oRhhgxGzOy9NIqpOIWk60fS+s4Z9PkJWKaJCFvBxUcIn88KHidNbQ2UKinYVRV3BItIqHpBVq+PGUkW8k19CB9NyIIxIbaOxl0f8FA26jCODJEPR7kwRSHtzXXYS3fhcbugYCaapjJ36dVRjdV6SVrYHwqKlnJo238FCR/X9q3oRxUhJ/uFopyYgOZ0IMV1CTV9YhpTvvIEijE4i3QsFp8zZ85ErElnrarCWVXNqNs+H7rDpifx1VWi+8pvoj+pIAgN+l/X5RLi1LYj1Pla+Pyi6E2C8fNz8VS10/zPk+izLRhyYt9CFwgGEiF8BhNrFdQd7aZa/M6RAOiM7KlrZNb0VcQpMoZeopVC8X59S9+EzwAiyzK7Nn/ErEUhfEqIzben6eC/SBg5C73XhWRJovToehprT/nnUb3kj5hNelpeyLElZ3eTWzgjqvN0X1O0Ei5UVJpqs2Mc0VVvyzDT7+9jvjqwVEUo0eOfM8qT4xc+4aw9Pp+P8rfeYsLXvhZ+gqYzSDIwPLTTsyBahlbZ0n1795IixTN2Qe951DqQJImUG4vxVNpoeukYmd+chmwUWZ0FFw8hfAaTmsMwamnYO5zOtplkfd9fkmEmAxVO96CLn+5XM3/pcradT0gY1E+SYhI+kuYjKX8cAElAdmZX7SmrrZnKioNhhU9bSxXFRZFrX3VfVwfRri59+JWUnXqf4aOuxXvmFL7GRjRXYIFG9+5P0ReEXl8oon1qTp06FbG0ysm/v0TxF74QOWVA0RLg7SG1TXMh0JCGVNHSmtZ6CpJzek0j0RNJL5N6+1jq/ncfLW+eJuXzo6NKaSEQXAgGPI+PIAKS3P+qnxGYnBDH4bbPbjr9mD7oNC2iElAUBVUNXfU9qrV0k2sms4W1H/yNdzf+lePWkyH7yz1sQdnDZmOtO4KvoQ7P2VJ8NQ2YruxyivYcOYBkMqIrjj5tf7RPT1lZWdgQ9orNm0keOxZTb0k7pfN/+lrfn0MBQGxi/lLG2WanxWcjJy+3T+P1GXGkrB6FfV8d9l21A7w6gSB6hMXnMiPPZKDc4aLA/NmrQSZJUq8FQztoPb0TU8G0sMcVWYeqeoLa1+7YgdvRwNSiERHn716mYsn8rjw/Zds/imp9AHgUnDs+JW7ldUjdvgFrXg+eUyeIuzGMf00/OHr0KCNGhL42a2UljpoaRt92W+8TdYT5DyFrxYVAkyLn/b6cOHfwLEiQN66wz3PETc3EdaaV5rdLMAxPQJ8l/H0Eg48QPoPJIHxCTkqI4/36lkEVPqfPVXGutq7zcfL5KLCe+Hy+qOu5tVUcYdhV94Y9rlP0nXl9utPc0sIwdy2WRjMEl3rrlZ6WnQ7UEJtgOUWrKW2oY0IPs7+k0yPFx574LxrDQWVlJUuXLg1q93m9lL/9NuMfeCDEqBB0mJfqjvmtP16n/8dz/v/Mcf4fQe8MEfFYU1mNpEnkjAq/zRoNydePxFVmpfHvx8h8UPj7CAYfIXwGk0GyiA+21adw7DiKi4t77ed2u9Hrw1fbbjiymYT8CTQd24IxNS/i1pgiK2hqcNV3s9nMVdd+lbL1f6Gt9DAJhRNDjAavz83Ovc8xZ3pgJnAtzIsUShCl5w/nbIgs5ACSTkFzOpFC1ccCVLcH2RB95XGAgwcPht3iOvnii+StWIG1rAyX1YqnrQ1PWxtem438pUsxJScHDjAkoHolbD+5LnhtHgnj+CkYv7c+pvUNTYaOc7PH40GHjK4ffogAkl4h7fZx1D29n+Y1p0j9whjh7yMYVISPz2eIgfr4nJQQxxGbY4Bm651ofRx6Ez6uujPUbv0rPlsDGVOXR5xLkuWQIqXjA3T4srup2fMB7pa6oD4Ai+Y+gsfrimrdENri07EOjyd4y80wfQauPbtCjqn6+GNOvbk2+EAvz2NtbS0FYaqsGzMyaDp2DFtlJQDxw4aRNWsWXpsNnTlEFFnxEhIff4f4H64l/vGNxP9sG/G/2E38f+5DsRjRT+5P6dWhgzaEfHz8VsKBESj6zDhSbhmF40A97Z9UD8icAkG0CIvPZUqB2UiJ3UlRXGiLw0AS7bc1t9sd2cdHVshefC9ee2t05+3x+ExNLVndkvUV3/Qtjr/yS0bf/BCKIbrnIZzHRrgtsFETJ3L80H4mTZ8V2D8xCc3hDOrfsH8/ekscpuT4IKuPJEuoXg+yLlgc7t27lwkTJoRd98iVK4Pa7A0N6JOS0BlDWP5kBfJDRL2d/gDV5USeLFI3R8dQiurSGEjrVtzkDNylVlreKUHzqMRfOUxYfgSDgrD4DCaD+Dc9Id5Mid1Fsyd4O2igifYbr16vD/Lxqf7kdc5tfBbV50OSwGBJJi4jOuecnmc9dOokc8eO7XwsyTJq4XxOvPGrkAkNQ33IhtvqUtHYfe4M3h5+RUlJKTjbQ0fSyfEWfA1dFifr2RJcVisZ06aTM3sGNT2K6qYNH0fD6b3B51ZVGhsbyc2NLZqmbO1aRtwQuaxAT7Qj7yAlZEBW6C1CQSCaBENlq0uTwn8x6CtJ143APDmD1vfOYttybkDnFgjCISw+nyGafAOrQ5emJbK2vpWpiXHkXeTEhtARgu4XII6WWuo//gtxRVcQlzOGqo/+SPqsm2ObUAOb20t7uw2Xx01zS0uQmGlqbGTGNfdQ+dEfyVvi9+dxHdyJa/eH+LRGdp57BujKMaQv98H84OSLt02ZyUv7dqFICtOGBQozRa/D6XRgMgVuKRlmz8X50QeYlyzF2VhP49FTjFjpz5BtSE7BbQ/cjtSb4mlvrAk69549e5g8ObYyH21VVRhSUlCiqGnWiapi3/I+cQs/d0HTLlwOnH3+XvIr3iQdHzYp+mR+gkAknUzaF8bSmmyi9V+l6IfFYyqOPTBAIIgFIXw+Q6QqA2sylySJVZnJ7LfaOdhmZ25yPKn9dEyMhKqqODwOmtubabO30eZoo83eht1lx6f68Lg8NLY2csp7CtO5j1g4bASK41M0u4bXbsC6ewvWjm+Uip7MxYH1rDa+/1+kZ43mQFkLU1Ms7NMXsvNoFa6t7zHj6iuZPiG0lSIubRieUfOp3v4qOfM/D642zPOuYeG4WUF9W9aEDmdPtyQwIy8PlzfYn2fclGkcO7CPaXMCi5tKskxrs4TB4aBiyw6KPxd4PYpeh7fdhs4SD4DH0YbOGLglp6oqLS0tzJoVvNZInFu/gTF33dl7x+5U7UVta0aeIra5ekPfXIJVScM65vOkzPnCxV7O4CCdd+XWtAHfkkpcNhx3ZRtNLx0n88Gp6NJCZzcXCAYCIXwGk4tkEZ+aGMcUzcyOFhsVTg/L0hNIieBkHCs7GndwpPEIEhJGvRGLyUJCXAJpCWkUZReRaE5E38NvZUtyI0nFX0OWZTRNo0paS+H0LmFQ+8EbQefJyBrNlOk3sFktZcrMQjq+Z79dOZorQvi/uF0ulPOFV5MKJuK1NVF/cANJBhOaO9j/pjf0ioIjhCOz2RyHN8SWYtX2KqyqkaY33mPsLTcE5PoByJk3l+odn5C/xF9/LKVwEic/epnsbpfy8ccfM3369JjW2XL2LObsrJiz61K6FUlvhoK5sY0bgmiAw5hO4ed/drGXMvh0q7QzUEiyROoXxlL/+/3U//EQGQ9MRpd84f0TBUMTIXwGC68blL6JDVVVsXsdNLvasHpstLrstHocuFQvWjvE+UYE+dlIksT2tnZShiV06i0JiFNkPmyykaxTWJiSgF7u/ydYUX4RVwyLreaT22PrvDFLkhSkCYNbYufIp58wdkaXA2/a+IXUfPoGttYqLGmho6PczRrvrj/T+XxmZMQxd3oOAEZFjzWEwzKAwWig3daGJT4BgLr99cgGmTGr5+NzOUKGruvi4vC5ewqpwNdDPnUa/ciiqK63g+pNmxh7zz0xjQHwHPsE3fDRXckNBeEZsluB0vnow4G/fsWiJ/2+SdQ/e5CGPx4m89vTkA3ivSgYeITwGSxcVjAlBjQ5G87Rcmovjia/A2yVo443E4JfEgkwKwYSDWZSDBZGJuaQZIzHrDNTt3sLmTNDO70m7T7H3MLQFbydPpWPmqwYZZkFKfEog/BB7vLaWbvv+6QmjGXcsOAopO6Ekj2xSiFbSzOpmZkBbdmzb+Kjp/7EtJl2QmU5Gh2vMGbZyM7Hb71/uvN3nSLjCVMmY9zUaRzatYsZ8xfQUtKCu9VF3iJ/nS6dLj7sGg0JFlzNTRhT/Ekf45LSaK+vwJKRT2tpKTmZGVR++CHawitJKizs9ZobT5zAUljYp60I17FDWJbeFPO4oclQiubyIysKKiqowAXSI7pkE+n3TqT2t3tpXXuG5BuLRaSXYMARwmeQcDVUcG7HWuSE3XQkPTMmpZMyejpZc/KRZJm2rX9mcuHAVcuO9HFhUmSWpSdh8/rY0GAlQSczL8kS+/YI4SOheqJqXnJSZzGv6J5e1xpq7VLn/1F+EIbpZpw2k/KzVcTZHBjie/oSBA6SJAmPV0WvkzEourDCx6A34nE1oGkaNZ/WMPaLY0P260n27DlUbNrM8GX+Suu5kxdRsu1NRi3K59zGjUz46lcBOPLMsyTc91XkXjJf1+3Ywbg+WHtoqwVbA1LBzNjHDjHOPncnw9v2UR13aWa2VlUVr9ONx+HG5XDhdrjwON24nW48ThcuuxOnw//jcrpwuZy43G4ON50GyZ+BXae/cAHB+ow4klcV0fLmaeR4A0lL+5CCXSCIgBA+g0Szx0Luym9jTkiM0Kvrpqv6vDjtzTjtzSiKnqT08LWnVFXtk2ABiNcprMhIorbdzWsvHmPRgjyyRiTG9C0rWiHij+iKrq+mqrgbqmivLMfTWEPi5HlRrwegtakRS0JSyGOSBBPuWsKhFzYy+avLkHXdxUSgiJs9PZuXXjlKaroZu9tFo/cc79W3obkqSShspitzr0Sa0YSrpR5zcvQZs2VDYOkNWadHU1VK//UvchYt6mwvvPUWTr30EmPuDO+wXHfwIAmjRkV97gCqzofRD5vRt/GfAbweD16vB5/Xi9fnQ/V58akqqteLT/Xh8/nweT34VB+qT+1sU1UVr9fX2a5qame7z6eiaj5Un4ZPVfF63SScKyPBkIVp1S8u9iXHzPEtB3j1gzdRpd6/rCiajEHSYZD0GGQdKXICelmHpFz4LCjxc3NQHV6s60rRpZuxTMvsfZBAECVC+AwSLrsdY1zkgnyp2UUc2PJnACRJxmiOx2BOpL78CLOvfSjkGEmR0XwekPtXniLDrCNudCIJaSbO7m8gPtVI5vBIIi12NFRkKTobedyI8bSePUtcTj5JE2ZS+/5L2NOSzs8T+KEdKo/Q0V07mb4oMCzd2mxj6zsHKJo8DMWoZ9znr+DIXz9k0r3da1/1qMKeaeHu27tHi40H4PCOTUwc/cWAvmqRj/o9W1FMI/G0u9FbokshYE5Ppr3yHJZh/q0xn8OJs7SRwhUrOvtY0tJInTGDo398ntG3347OHOz42bh3b9+sPQD1x0EfB0n9q8N0sdiz82Nue6MR7wX/SNMzjHv5e9Y7FI6/9LJbN9c3oUoa101fgsFoQGfQYzQa0Ju6fkzxZsyJFvQXOQVGwuI8vHV2Wt48jakoCSXxs1d4WXBpIoTPIKGqvl63KfJGLSBv1IKg9ramyrBjJEXntxj0M0jLH10FliQjI6dlYG10cGZfPUmZZtKGhfdRgei3urQwPhHH9q0lLj49oC2heDwJ3R7nXH8XW/aeYx7BFqZQ1imvx42xR14dVdUoGJPJ2KmFABhTExm+eALH/7GJsV9cHNU1REJWFNA0sufmUr2tivxrQjtQ9yRzxizK1m3AMiwPn7Od9uNHyZoQvJ6M8eNJHjGCk//4B+kzZ5DZLbdP9e7dJE/sR9JB1Qs6/SXrtFvd0IAXPU9Ot2IxGVBkCUVRUGQZRZaRFRlFVlAUyf+/LCPLCsr5dv9xGUVRkBXF/78soyg6FFlBUhQUWeHxN/bxQXkSBV975WJfcr+YueqKPluJBwtJkki+fiTOU820vF1C2h3jL/aSBJcJQvhcAkTKjCwpMqrXDcQNwHm6fk9MM5OYZqal1s6ZffW0NTkpnJxGUkbfz6NpKlIYi8/w0X0PoQ71/EhS14d66Ykqasobcbu8ZAxLDuiXODIXV6uds+99yojrZtPfnAPGtHRc1ipUT2hfoFB0hLl7HTZOvfE00x58nDN//3vIvnqzmfH3fpmyDz7g1GuvUXTzzciyTMvhwzFZe3w+Oyf3/Aeu2nI0p5OU06WkOVqpfqIQvaZi1NwcHnEP8+55Kuo5PwusWrachOTUCza/3nAMDTuycol/dF4iyablOD3Jq0bS9PIJHIcbME9M732QQNALl/hf79Agkr+NrOj8W10hiPWzLdRpkrPiSM6Kw+dTaa72i6DMwgTiU2LPseH22tErIcb1s8hjz+entqKclMyszsc15Y3MXTop7PiMacU4W/ZT9fHhGE4aujlx5ATqd21BlzAKe4ODuPToErEZU1M49PffMOWu7yMbjL26Qg1fsoS26mqO/elPyDodaTHm+ikvfYHmTe8SP+sKlMwsPDm5tOefYM3xPHLTDMyybsPQeDymOYcCA5D94aLS8bdyKRVWNU/JwHSgnsYXj5H5rWkYerFACwS98dm2dV5GOG1tfR4b0eKj0+MLkVQPBjbThqLIpOfFM3JaBu2tbs7sq8fR5o5pDru7GZM+tMNxNGid/0f28Tl9cD9jp8XmpJt/1VTa61qw10dXINXrDl0Dzb99oJE9N4f6PbVRzeVsd3D0WBWT7nrUL3oAWWfA63BEHJeQk8OEr36VcffcE7Dt1Rsej5Wadc+Seu0tTL7qeSbM+V9GLXiG+Jvf4ZfeL9A67XM0GYchhYlgG+pcOpIhBB0fCpfQRUiSRMotowFoXVd6SYk2wWcTIXwGiaTMbEr376Hi6KGYx2qEzxciKQqa78IXIu1OVmEiI6am01xr58z+enyu6D6I2t3NxBvT+nzeaMPZVU2NrUbVeUatXkBre+/jeouiixuWT83WfRiisIo52x1se20di+5Yha5bksOsa66hav266BYeI2Ulz6C5vIwYHegw31FA1qeqaJKCpA3u+6p/DM4d/VLPKTPQRUYHC8WiJ+3O8bhONuM4UH+xlyO4xBHCZ5DIHT2Wwqkz8Lljs5IASBFeJklW0MJ8M7+QtwBJksgtTmbE5HSaj/qw2dt7HWNz1RNvyriAq6KzCGpfsUzqPTdL2fH95I8eE/Z4Ql4xVns1ObNDJ4/swGmzs/319X7R00Ooxefk4qwJLljaX9zuBuo2/oWMa+/CaAx8LfTnM4v7fNp54XPpJei70LaAS1M2dOP8BYQLNPgsY56QhnlKBs1rTuOzxf45KhB0IHx8LnH84ewD8828L19mJVniuuVXsGHbdiRJ4pr58zCEqQPmcDeSZOoSA9bmFspPbcHpjO4G33FTa3IEfuhJksTbaz8EoLa+kfmzAqObBto03tbUwojxkX1q1CxvRMuQvc3OJ2s2sPD2lUGipwNDehq2ynPEnw9zHwjOnngaZJnCoq/hcDv4t5f+QZNdxemVcHoAsvFpKqqkoFNDb6F+FpGiyEszMOcZiGIqF5MO5XNxV9FXkm8oouZ4E41/PUrKzaPQZ0VOESIQhEJYfC4BwpnXW88cp728jLjM0DfGWHVMX/WBQa9n5eJFXDlrOv/avJUPPtkRxvIiBQgBe1s16dmjmLnw/pjOZ9EFRobdsPLqzp+UgkLGjQu0xgzk9oTP543qic3Km0zl2f0hj9mt7XyyZgOLbw+29HQnb9UNVL//Xh9XGozTWUXDh6+Qvew+9PpkTlSe5p3jWeyvTkUva6RbNK4dXcOyyTMuwa2uweFSt/hInRafS1P5KBY9KTePwmd1U//8YVSHeI8KYkdYfC5hnFU1ZC+4JuzxgYjqioWEuHhuuOZqahsbeHvjR2RlpTFvytSwK1J0erye6Kukdyyvt8ia/uQnadB8tLS7SQ6TfLDk0G5GTpwS8lh30rNHcmT3m0CgZcjr9bJjzQauuuP6Hhmjg9EZjSBJ+LweFF3siZrUditq4zk0awuqrZUz+3+CZFAoKLwXAJPe70jd7jHyi9uWMTyjK+/QHvnS3Orqb4Rgr1w2yufiLqM/xE3OwFCQSO1/76H1/bOkrO5jtnLBkEVYfC5hJNNn8+XLSkvnxmVLyExN5c0NH7Dn2BEg+FumohjwhQnFD0XHaH0YweDx+kJad2L5dtuabWTt9oqwvkIOWzvxSdE6aAevZecbHzLv5p5lMsIz7LqVlL/+Wq/9nFvexPby/wT8ONa/gufsaVS3B5u+GaNaSsL8RZ1FU0fnFnPX9EYAapobAuZTJQVZu3SiujqcdgfDx+cSNZYEcCn6+HRHl2wk6doRtH9ag/N0y8VejuASQ1h8Bgmfz0dFRQVnjx/D7vGiN5nQGwwYjEb0BiMGkwmdwYg5Lu4zn1E1WoryCyjKL+DYmdO8ueED3KYm6LYLJet0qGr0purevmzvOFzCjHGFweMimLJO1LRxurEdj0/D5fVxuNnOd+cV8ub2ClYv8BdHfPnt95g+ZRwjsrNjihZLyxpDddlhcob7fY72b9hC1oh84hKiTwIZl5OLz+HA2VCPKT28Y7in4gwJtz8S9vjhrUvR5SYxefL/dLbJsswN0yfz172VeHw9RI6ku6SEz2DhfytdumafToF4GYg3y+xs7AfqaF5ziqzvTEc2XKCS8YLLDiF8BgmbzYZer2fa0hW4HA7cLhdet4u25mY8bjcet5t1J5oYOSyr81urT1VRZBmnM46y3R8Ezek+106i9QwpTo30OAOGeAPGRP+PKcn4mfl4HjeymHEji9my+VhAuywrqDE4Zvf2WV1dW8/CqaOD2t2O8DfwXedaWDkuE6NOwaSXue286CzMTeDTkw1MHp5AUnICx0+fpbnkNFPmRV8sNTt/LAc/eYWc4ROxt9kp3b+XmauW9j6wByPvvJvTf3iW0V9/MORxz8n96AuKw45vaNxEfNkRbKNmBWXO1p0vONnTwqXJMjJC+PTkUg0H7+BS9/HpjiRLpNw8mtrf7KX1nTOk3Cy2vATRIYTPIKLX60lOC59y/bjvAJ9f3Lv/SCcz/f+9+eZJpizKwtnqxmV101rRRt2xJrw+L2/vqAg7PM6sI86oQ0PDp4Kt/BQnTZVomoamqqiqiqb6f++eJkXTNCzWM8TrU883aUhIaKpK1tKbA86x/lgtzQ7/dpaVkTSXbiO1rYzx1OP2uHBVGKg7V8229iw85yO+ZAlULfB/gP0OBw2aj4qyGvbVlWJvaUWWlfOlMGRqG+v4e27XNlTHupqNUL333Pka6n4B1az6cGmQKsmkWIKLH04fmcozH+3h1MlaVi2+koQ4C2/967+Zqpsf/esDpGSMoq7yJMc2nWTVw99kx+svkTduQkxzyDodhsws2s6eJWHEiKDjrj2bsNz27bDjzxz4ATqzwuTpfw06psgduXsCRY52ES0+qteHw2Gjvd1Gu62Ndrsdu91Ou9OB3eGk3enG4XTjcHuwu7043D5ONKvAwEW/hV0b4EZB+//bu/P4KOr78eOvmdl7s7kTckMg4b4JIKACgoqKB96KtfVrbWu1tvbyq/32V2v7VXvYWm0raqs9vrbWerTWG5Eb5D7CGQgEyH2fmz1nfn9ssmTJbrKbO/B5Ph6rycxnZz4zbHbf+zneH00bnjl9hmOdu6BPNBN3/Rjq3jqGIcuGdXbXKSQEAUTgM6T09FuYzqJDbzWgtxqwpZ3dPrqb59U1O2l2elAkGVkGU7mTjDEzkRUFSdYhyxKyokOS5E7db4279xI9896AbZVr3ul0jnqHh9tmtn8g+f6/Nt9DwpQ7AUhtG/sbv+4TFi4a02V9bwYcbi8ffb6Z7FuXEZsUuCZT3fqtXD1lfOcnBlmtYmdDCzVuD1cmhs4kfeeCifzppIuYKN9yqddc8XU+O/Rzrpj8A2Q5vD+dzDEzef+lXzLzstvQ6XSYrVE0VlcR3UW3VTBZK27k2Au/Z9wDD3beKUn+9b7OVV39GbayM6hTb0UfJGt2e+DjOXdM0yCM8SmrbWLezzd0U0oGTBhQMEsKFsmNWfJgVjxcFXuGKNuV/VpHdZg3lEgdvsCcL6yzU3CdbqLu38fRp0WJJS2EbvVqMMnTTz+NJEl861vf8m976aWXWLRoEdHR0UiSRH19fVjHKikp4a677iIhIQGz2cyUKVPYuXOnf/+XvvQlJEkKeCxbtizgGLW1taxcuZLo6GhiY2O59957aW5u7s0lntfiooxkJlhJizeTEmvGYjFjscVistgwmszoDSYURRf2mKNgq7QHC+Z608xuUCSSY6ydgp5IKYC3m0+xaIMZj6b662vQmZmb8zXWHfl12OdRVRWPIwFztO/NeOZV17F/zUcR11eWZcyZGTSePBFkb/Bv8Xb7SU5u+hKtZplxE34StMzeU77jdWrxkRWkLjKG9werzne++TE1/GaBiz8ugdeXm/nPrfF8+qUMPn9gPPu/l8fxxxdT8NT17HvqVrY+uZLP/veLvP/Evbzw31/rUcbuSMQYh/v4u/YxPsN7cPO5Yq8bg36ElZq/HUbznkdRndAvevxXvGPHDl588UWmnrNGkN1uZ9myZTz22GNhH6uuro4FCxag1+v58MMPOXToEM888wxxcXEB5ZYtW0ZZWZn/8fe//z1g/8qVKzl48CCrV6/mvffeY8OGDXzlK5HliOkv50OfeqDOH7bBxj8Eu2pHa3jrYQVzaMNORs2d0ePnt1NkCW8YX3sXJKbzafkx/+9xlhGMTrmcrcdfCes8Jw7s5NLbr+Dg+h2Ar9tKpzfg6EFAnrH8OirWfBp2+YaGPZicKukLVvlncnXk9bp57D3fPUiMjg3cKetQBrjFx9AWtNwywcL1165gyeXXcNHFlzFl5jxyxk8jJXMM0Qkj0Jksg95lM1z/nM/HFh8ASS8TtyIHb42Dkh9sovHTU4NdJWEI69HXo+bmZlauXMnLL7/MT3/604B97a0/69atC/t4P/vZz8jMzOTVV1/1b8sOMpbBaDSSkhK8D/fw4cN89NFH7Nixg7w83+CX559/nquvvppf/vKXpKWlBX3eQOpuTEBPxwwMlaAqauJsf3fXifrjFGXfwdiEzplVTZbYHp+jobiUyYvm9Pj57XxLiXZvbuIonju6hctTzw6aHhU/nabWCvKL/8OUjGu7fH5zfSM5U+egMxTgaGnFZDUz8+pr2fXev5l38x2R1VmWQZJQWxppeWsVkk4Pig7TxVd1KqtpGtVHX4akCSQnXx30eHanLwD93mIPeWMCx5Zpkm7ABze35yry9nLZkf40/IfIDL/V2cNlyLBhyLThOtNE85ZSbJdlIXWX9Eu4IPWoxeeBBx7gmmuuYenS0MnzIvHuu++Sl5fHLbfcQnJyMjNmzODll1/uVG7dunUkJyczbtw47r//fmpqavz7tm7dSmxsrD/oAVi6dCmyLLNt27ag53U6nTQ2NgY8hqM+G2TZy8NYUjNIXrKC5CUrMGWP5faZGcwcGdepXLDT9MX7cLCuto6e2b6X1/KP8Fr+ET4tKES228M6brD7OyX9SppdTZys2hzyeeWnjpGQlgrAjGUL2Lt6KwAGkwXV68XjiXy9IU9NFdW//DZRtzxI1J0PE3XbN9BldJ7NUlOzDq0yn7Rp/y/k66OiwRf4jAoyzkmSZeQB7upSFN/3sO66IAfTQOUL6nfD/gKCS7xvCon3Tka1e3CXdb9+oHBhijjwef3119m9ezdPPfVUn1XixIkTvPDCC+Tm5vLxxx9z//3389BDD/HnP//ZX2bZsmX85S9/Yc2aNfzsZz9j/fr1XHXVVXjb8o+Ul5eTnJwccFydTkd8fDzlIRZ7fOqpp4iJifE/MjMz++yahPA5HE4anN1/yNaWVWFJCp08sLupxilmEyunjGfllPGsGJ2JOYIcQsHMG30nJ2r2Ut10LOj+8lOnyMzxzeAyGA2oHi+qx/d6nXb5Vez98L2wz1W1YxtHf/c86TfdhiV3EpI5dC4gTVMp2/dT5JQZxMdfHLKc1NaiowVp+NUGoatLbptaP5RbfIb5bPYO09mH8D3uBdmgYMyOQdLLOI7VDXZ1hCEqoq6uM2fO8M1vfpPVq1djMpn6rBKqqpKXl8eTTz4JwIwZMzhw4ACrVq3ii1/8IgC33367v/yUKVOYOnUqY8aMYd26dSxZsqRH53300Uf59rfPJn1rbGzst+BnqDctO10eSstcTO6+aK+deydMJiNGzYXb5aSo8CinS0pQFMX/Jl1d18hNK27m+NY9TL4i9Ae5sbKU1/KPtJ1D6/Dt3PdzitXsL9tXi01eNu7rfHzgKRaNfxCTPtq/vbmhFpM1sJtv8uI57P10GzOXzScqPoHW5qZuj++sq6Pob/+HbcIExj3wDd+xgzdg+lVWfohWc5SMK97psjVQwhf4qcHGa0kKyiDk8VHwDunAZ7jn8TkflqzojqSTMU2Ip2V7ObZLMpCUYf5vJvS5iAKfXbt2UVlZycyZZ9cf8nq9bNiwgd/+9rc4nU4UJfLsmampqUycODFg24QJE3jrrbdCPmf06NEkJiZy/PhxlixZQkpKCpWVlQFlPB4PtbW1IccFGY1GjMbOOVz6g8fjwePpnwX1+iKo2rytFHtCeF0/vRXsbWjRwiWsW/cptigrC+ZfislyNmhYv+4TADxOJ5ao0C0dmaqXJcGmswehSHKf3DdJkrhswndYe/hplk58DEXxjVMpzN/LlHkLA8pGJ8Rgbzwb7OTMnsehjWuZeMniTsd11tdx+q03kWSZnK98FUV/du0wyRKF2lCDHGTpDFX1ULnnJyhZFxMXO7vLum8rPA4oGIOtAybrBryrC0BBRR3KXV0BCQCH3wfqsMw91AO2RZlUPr+Hho9PEnt1d4k9hAtNRIHPkiVLyM/PD9h2zz33MH78eB555JEeBT0ACxYs4OjRowHbCgoKGDlyZMjnFBcXU1NTQ2qqbwzFvHnzqK+vZ9euXcyaNQuAzz77DFVVmTt3bo/q1Zd6em/C0RdvZvX1TuJGDl7Kd5PFSkpyIoePFzF9evAyktR1z2wkzfeSBN4Ogc/bp/MpdjQjB/kwaz13OYdzGHRG5uTcz4ajv2HO6K9hVIxIEshB/s2zp42nYPsBxs6ZTGrOWI7v/Dxgv8Pl5j/vv09OwVGmPPQQOrO50zHMi2+kde3bWG+4r9O+8rK3UBuLGbXgj0Hr2upyUtvcQFNrE4++56vfmOQgOYXkwWrxUfEM4cBnuGt/datDvAW6twxpUcRcM5qG906gT7KIxIZCgIgCH5vNxuTJgZ0hVquVhIQE//by8nLKy8s5fvw4APn5+dhsNrKysoiP9+VeWbJkCStWrODBB33J2B5++GHmz5/Pk08+ya233sr27dt56aWXeOmllwDfLLIf//jH3HTTTaSkpFBYWMj3v/99cnJyuPJKX8KyCRMmsGzZMu677z5WrVqF2+3mwQcf5Pbbbx8SM7pg6H7b2rSthBnTkimqPzKo9ZgyfS7rdh3C0doc0OLj183t6y4w6kq5o4Wv58xBJ/cs+IszJ7P5ZBL1TZspPSVz/YKZQculjxvJ5n9+wtg5vr+XpKxsig8fJGPCJD7bs4eaujpmTptGa+bIoEEPgByTgNrSuZvM7W6kbPv3MI2+Eputc3boX773Or/dZAvYdsvUJnJSO8+glGQFeRDGgfhafIZwV9dw7yka9hcQvqgFaXiq7NT96zi6BBPG0bGDXSVhiOjzbF+rVq3ixz/+sf/3Sy+9FIBXX32VL33pSwAUFhZSXX12NejZs2fzzjvv8Oijj/LEE0+QnZ3Ns88+y8qVKwFfa8n+/fv585//TH19PWlpaVxxxRX85Cc/Ceiqeu2113jwwQdZsmQJsixz00038dxzZxdlHGz9Ffj0tsumstLOxXPTKarvvO+tbZ9w5dT5RJkHJhvqfXfcgt4QfPxY47ECNn/QoVum/brb7qv78FHGeL1hta65vV70HRIzqhC0tSdc+8tOMzZjAiumzeGj5pMkJQXPCO3xePB26PIcP/8SNr7+Fz46XcKiKZO5bMYMKsoraKmujbgOhw98G2uLh8RRdwXdX1LbCth45noZq8mMzWxl1ujga4dpsg5lELq6ZEkbFrO6hivpPE1gGIwkScReNwZPdSs1/3eY5Aemo0sI/mVCuLD0OvA5N1/P448/zuOPP97lc4qKijptW758OcuXLw9a3mw28/HHH3dbl/j4eP72t791W24wnGw6yZmKM0xyT2JU4ij0QcZV9DR+6U1AVdfgICYm9Din09V1lNaVU3u6gaqm+vYzYiluZUnwRo1eMVk6B1jt9+Xosht5KC909+fbqSlhJ1pxetWAwAe0sDNUB7P2+DG+eYlvkL3Ho2E0hP7T0hsMAb9bbNHEepzktLVMKjod3m4WbzVMmIFr30YM0y4BoKFhN7rDH2Ifk0diYucxQwCyDGlRtdw07wvdXo+k6NANQleXDnVID24e9s7TBIahSIpMwsoJVP5+H9V/Pkjy16cjm8RKTRc68QoYIHbFzrxx8zhRdYL9xfvxBJlKvaVUR92WWmQkVDQ8zc1kVnixWn2tBx0Do46f74YmHd2vzNWZ16NSWFRPclLwb0F/2/Q+iydOZOeJAuKtVq7NOzt7bn9z11NFu/pm3NP33O7y9EQSALpVFWMfjbvyLffQ4dxdVMPr8vpTMLSbceVyDrz8gv93o9FARf4hNtfWA9BSXc0VX1wZ8BzD9IW0vP4bf+Bz6PAjRCkSOZPOJhT9544jfO+tQgBMigOnN5E0W5hTfCVlUAY3y6h4h3Dc0/4aG+5DZIb6LNO+JFv0JHxxIpW/20fN346Q+MVJYqbXBU4EPgNElmRGxIxgRMyIkGVuOych8ekjO/CkOhk9JfQUboCj/+huYcfONm0robbOgdGocMlF6QAk2FJZu/8/bDyuMiMrirzR4xiblsP07M6rfO6UU9F2v+v/vT0oaQ94ZJ2h03PaRfqWk5Wewfp1n2BwuIFRIcuNatpL2YadSJJC2zLy/ghRkiT/m70kSTTZW7FN6qMEnId3c3nuxG7L7fxgI62NzcxdEZh+QdbpiJ083f+7zWZj2Vfu8f++5cNP8J7ThSfJMrSNaXK5ajAVH8ERm0B09NklZIyyL0Hh/KxapmfoiTLCzFHhrQwvKTp0koqmqiEXQO0RTUPzOHG2ttDa0kSrvRlHazOKwUJW7hSUId7VNdwN1XGG/U2fZCHhrvFUv3KAhvdPEHtd1wsiC+c3EfgMIE3ThswbT3VVKzcszwnYNjXbl/X6YPUxrs3rnA24o2ZLOtNmzu+3+nU0euxERo+diDd/fZflFFsCqVOu8GcA7kpL8RGMup79W9S3tvCfQ/v5wqx5AJyubWTFpO5njRzZvIUFt67AYAwdFAYjKwpeT+ixS6dPrkLRFCYsCuwOTmvrwnzwsvHMH9/11HYAt8dLbZOdxhY7BZWtjMXG6Q3/QnW34nU04XU0ozmb0Vwt4G5Bdrcgu+3oPC3oPHb03lYMaitGrRU3Bjx6KwbVgV51YNCcGNseOknFBJiAjnm9N0dfg067MmC23VDT/uerar5RYcPO0Hj7GRSmnDhir8uh/l/H0SWbibpoaEx6EQaeCHwGiCRJqJqKIg3elPF2p0saSUjs3SC/7rqd+oNeVnC5nBgMocckhduE7/F6iDKezQkUydW8sn0LC8fk8sKW9Xxp9lx08jl/RiEONnbOXLKnjQ26r6tqS4qCx+vl3HBJSU6lYfsfaD61Cm/KeJoO/4l6Zz1edyNebws19RpwG//71hFmRe3G7tFodnpJcVUBYJfMSJqKhIqiedFLgX1Mz3EPP1h3r3+Qs1eTsGOiVTLjkEw4ZTMu2YxbseDQx9BiTkXTW9H0VmR3Cy6HHVVnRtObkfRmMFiRDRYUoxWd0YLOZMVgsqI3R2E/uYMZ+3+OjiWUNrpD34whYrh2Ffm76oZwd2J/irooFU+lnfp3C9ElmDHldl5SRzj/icBngCiS4gt8GJzAp6a+lcNHa7Fa9JwubuTaK4OPCfrXnpIhm0dlUsY4DpzOZ2ZOXtD9HbuzulPv8WKTIn/5O9wuDDodszJGoWlevvPvd/neZZdFfBzwZSy3tzpoam6lqqGZNadqaHR6aHR6aPV4uWn8CJLMRmq1Bna++1LADEaPs5WcWYuoefkGvFkK9QknqK894d+veDXQmcmxzcXpsLDDoceseIlRfJ94miQTNSILnU6HoigYDAbMJiNWsxmL2cSBQ4dRqwo5dutaEhISsUbFYDJZsSkytk5X0gdmLqRszgpqfrebk/rY/jhDnxj+q5v7M/kMai0GU8w1o3FXt1Lz2hGSH5iGPil0UlTh/CQCnwEiSzJezYueIFlyz6GqKhWnDlF75jjRKX2zhMbGTSXMm5tKVY2DpnpXyBlMp2vtfGtp8FaJjpo9A//GGR+TxM6i/NAFJAktzDf0koIi6kbHkpHY9tQgZVpcrewrO8X8kWezQb++dzu3TvMFXnmZY8jLDH+sQMdWsudXvcbIzFSMRiNms4mcUblYDAoZNiNxRj1ldiebztSzYuwI6kcnM2PBIlLMZ6fIV5w6TF35KbIXX0Pl+n8z4aa/opiS0VlGIBui/TmNrrwmsA7u1ib+92fPcOPMFKZdG3p1eHurg8KqQhLTxpAY2y+hTiepmWNw6wpwMDDZ1HtmmPcV+TNPD241BpOkSCTcOZ7K3+2l5k8HGfGdPLGK+wVGBD4DpL3FJxz2plqOfvomGXmLyBwXvHUjEqqqIkkwIsnKiCQrk8eHXuiz2Rnesho23cC2XLlcTj49uJH0IMs09ESiyczntV6uCjHuamPREbafKmF6Wjo//fQDvnLRApKjYmh0ukiO6lkg0HGm28jMVK67JnRLUbPHi7ut5U0nybjVwJlgsk6P6vVgjsohocWIJfWS8OrQ1i2ndbMAqdI268UzwFOsJIkh2+IIHWaDD9PIof3rznCtf1+RTTpirx3jG+z8nhjsfKERgc8AMevMtLhbsOjDaVaViB01jpwZi/rk3E0tbqJs4Q2ojTIOvZeEvbWZjw5s4trpl6HXd30d4b6hq6rGsjGJvF1QwU3jUmhyNfv3lTXWsPtMKd9Z6Jt9tWj0WH614VNGxseek/un/+glyZ/PRpF1uM4JfHR6A163GxQ5oq/vctvA73d3l3LgyHeYkJPNrBsf7FyuLYO1yzPAK7RL0pCe1eUfIzPI9eixtpbACzzuAcA0Ng7zlESat5Rinp6EMSu6+ycJ54Wh9yl3npIkqcsZXWUnD9BcW4HH7cLZVN+nmVVbWz2YTOG10AzGoOXubDm2k+tnLu1+tlYkM+Y0lenJ0XxywpdB3OGwsP7EURaOHsf/7d7Jw5eczWisKDLfW3wFhytKyE3s+Zo/He9tdwHaCKuRXWUNZMWY0csynnMCH0VnQPW4IcKZaZKsMD2+lQa7m+P2aDh+kllByimK7wPSO8AtPrLEkA582g37FpMLdXTzOeJvG0dVo4ua/zvMiAeno0QP5W5Woa8Mw/mYw1N3b5QF6/6NNTaJhPTRZE2Zz5TFt/TZuVsdHkxhtuQk20ycqRmYVdrDJUtSWFPUIfwPpBHJiZSXFDEtJZpVe04Traaxp7iYracPMjE5C53S+U9jwoh0dGEkPfS0du4urK8+GdDV1V1aA4Mic9ukNFrdKjpZwX3OB5XFFk9T+WnfN/hIFmeVZW546Gd88b9/xbio5pAjVpS2Fh93Nwu09jVZkob4dPbhncBQEmN8Akg6X2ZngKqX81Ed4XX1C8ObCHwGiIbWZTZjU1wCaWOmkpw5jviUkei66dI59+hdaXV4MIWZpn1Kegz7iusjOPfQISGHHfiMnziDgmMFXDkqkUsz43k4byTzs7P44OBprpk4oVf1UMydg6NtH35OfU1VRMfRSxJuVUUnyZ0yfev0BlKnzOXQsWP0tONFlqDUHvx1obR16Q30GB9Zlgb8nD0xbFt8xBjeTpRoA0lfnoK3yUXt34+gqRraMGh1FHpOdHUNEI2ukxdKDc0h9/XG8aJ69uypYMni0GtcdRRj0tMU5gDnIUeSwu6qU3Q6f5fKxETf+mBzMnOZk9l14saeSs9NpblmH0d2voXH5aSspIb/7Oy6rhWtHkZmjkEn6ToNbgYYM/USdmz8C/Vu6MkSsh6vRgtmmspPYksJXKHdP7h5EMb4DOXPnCGSf7THJDGtKyh9soWEOydQ/eoBSh7bhGSQSX9iwWBXS+gnIvAZKFo361fF9O3q5/WNTj765CSjR8dyxy3jw1+AU/a1BHRv6L1xRpoVe6CzaM9edj/O1ib0BhMTLzJ3+29S1lLJycZyVNmMJ0R31uzZc9hY/z4ZPajPvAUXc2z1PtytTZ32tXfpeQZ4wVBFHtqDm9upwzVwEHFPSKaxccRcnU3D+yfRXCqqwyMWND1Pia6ugSIRdGHSvlBWVkLFiVLUDt/OP1t/mltuGMucmSm9WnV8MJ06tZH1n/+KQ66GsJ/TbK9n34m9VNZVoHbzoT3QX94VxYAlKgG9wRrWv4kiKXg0FUWWQ69YLuuQdD0LTmTFl1NK9XR+XZ7t6hrYFh9FYkiP8ZGHfZNP2+tuCN/jwRR1cTq2JVkA/m4v4fwjwtkBEq2PptXTGnJ/V61B3YmyNNFQXcepgwW+P1RNo6S0gR+trSYxOT1oy0awdcM0TaOp1U1xaTMVkoYs+d7odbLvoUgSiiyhSLC7pIG3Yiv9rUOyBIokIUu+K1FkCVnyXZfD04LN7ESRFWRJoqSlijNntqBpKpqm+f6PhqZ50VTfz832KhyuZhZe9G22Hv68y+uvaHHy+uEyjpUbuE47xYz00VTWlXKo+Ehb15evkoVlbnINqv89/9yWrYYmJ3qdjMXcfZLJgaCTFTyaF1lV/YFIJ3LbgqyqChEGuO1T21Vv5yUi2gOzgZrV5fWo2O1u8KhD+sOmtKktSBymgYN/cPMQbLEdCiRJIubykRizbFT/6SB1bxYQvXQkunjTYFdN6EMi8DkPWCwmxs4JXHV7LvCvDRu5YVpWj46pqiqqBi5Vw+1V8WjgVVW8GrhVlYOVTUxNsKICqkZb4OJLPqeh4dF8gZSqwacFx1k6Ph1F9rVgTErLQlWdSJLU9gGrQ5YVJElGQkKSFRLixhAX70sqZlU6v0mrqso/j1ZwurGVWKOer0zL5BWDwoLxaVh1CklxqZ2ek+88xcK84GOdaupa+cenJ8hIsuJ0+1o5JM526Dns9ZjjyhiRmMwlE+f06J5GSpEU3z1ERR+qcVbW+cI6zUukDbhyW3dWsMBH35agsmOLj8flprXFTatDpbXFRWuLG5fDjdPuwd3qxu3w4HF6UR1eVJcX3Cp4fA/JoyF7VRSvhuLV0Klg8GoYNDBrYG4LTqcBhfLQ/VC26H332GwY/DX3emXojx8fVKZx8cSuyKHh/ZPY91cTf3MulunJg10toY+IwOc81mxv4cCpU0weGd7A5o5kWUYGdAqg7/wmnxxlJDfOGtaxDp8xMDshg2hTe/LG4OuEheNQdTPvF1YiIXFNThK3TTgb4DhUFXMPU8//e8MpvrpiAoouePCwf9sbTJ59M+/u+AyX24Uholl3PdPe1aXr0GrVSfsCqaoXlLMtVV6vB5fbSXlTKTpPEx5nI/bWGlocdbQ46mlxNlBTVgZk8OqmT/DsWIvH5cHj9qB6VGS3k1nTtlBR8j7/KvNgUBwYFRfWqmlk7HkYheADqj1otAIuCdwSuGXwyBJeWcKrSHh0Mm6jhKaXwaCAQUE2KuhMCjqzDnVPCSbv0B1cL8sSCt7hO6urjWjx6V7UnFQs05Opf+c4tW8UIOkVzJP6JnO8MLhE4DNABuONZvHsOZwoLR3w857LtzJ9z6+/vRvwme0nyYo2853Zo4KOkbl5dDL/u/sU149KZGpi+MtKbMuvYOqYuJBBT/GJPSSlTESWZZZMncua/C1cNXNR6PpKEl6PGvJ44VJVF+WtzfxP/nFAY2ZcEU6vE5fqxq06cXk9uF2teMd9D/fabbglHW5Jh0vWoUpng1Vb9YuY7Fs6Hd/kMXCZEoezSkHVOUEBSSch62UkUwMxMVWUuGah10/CrbNiq9uI21xF8eI09BYdRrMek0WPyarHGmXAbNVjMCi9GlP2dkElasMQDnwk0Ah/MdyhRvbnIRqe9R9oskEh7uZcNI9KzWuHib99HJapSYNdLaGXROAzQDQ05H4aS96b8UG9OWu4ZEnq1eygUkcLzxzeRKtD5pY580OWGxlt5od52fxsz6mwAx+PV+XQyTruuW580P2q10ttZQFTL7oNAJvZRqvb1zVU11zH9uP5LJw4B5Ph7BgAq0VHY4sL6dBqnHZfWVP9cRp37+50/Pcr84kZGbzrTC8bMelzkNR6VCWBGGM0JsWAWWfApJgwyjpMmht92V4MVKGXZQyyjF6W0MsKBlnhwZZUUixj+HXuPKzmOKzmBCyWRKKsIzAaY5BCBClHKzZQfHAd48dez5zRKwE48EkNdZ6NXHRl/61rJMsSAzucOjKyJKEN52Q4w31w9iCQFJn428dT98+j1L5+BCVKj3F07GBXS+gFEfgMpPPoPSeSFixZ6t035P+ZeAmfnzqKbVR4a+kYIujueuezk1y/cFTI/QX5n5Az6cqAbZlxFo6WHOVo2RkWTpjNh3s2smLu2SUubDYD9Y0uLHY3I5bcCMCIEMfP2vFbFky4v8s6vl6lYtVb+MvMEAvWjssOvh345qcbyEqYQN70a7s8x7l0kq8rz6O6/NskSUaT+jcs0Q3xzM2KLKExfFtM/HHPMK3/YJEUibhbxuJpcFH1xwPYFmYQfVkWUi9bdYXBIf7VBogiKf02nb2rIGQovEFLUu+6+iw6AwfLqsjLDG+gdriTgkoqmzHpFOJjQs/Y8HqcWGyxAdtmj13AgeJTSEjEWGOItlgoqy3z74+2GWlodIZXiTDIyKhBEhiGQ2obaB4pneILfLxax8BHh9bP7TGKPLQTGPpiaqnbVAlD1jBfcmMwSYpM0r2TsS3KpGl9MXVvHxsS769C5ETgM0BijDE0OMPPRxOREH98Rr2OZrsd7wDnYjmXLEmoffBpFk7Cwb3VTYyyhhp4HFiHTz4vZvmi0AO/jx9YiywHbxTNik/kcGkFAIsnzWPD4b3+fbHRRpqaXEGf102VgtLJCt4eLiopofaoBUWRffdQ7RCsS+ign1t8FEnCO4QH3raPkRnKwVlX/H9Bw7T+g03SycRcPpL4m8di311J4yenRPAzDImurgESpY+ixd3SPwcPERAkRkdjMhp4/dNPmTAmh5k5/Tc2oyuyJIXMPBwOu8uJQed7qZY2O1h1uBSLIjMz0cYVWYGzLD46XcMjM7qfxbZhTymzxyWFDKbKTh3AZI0jZ/LioPtn585kdu5MwDcDbmLGSPaezGd69hRiow00N7uQ9Qa8TgeKMXSLkiRJqF6PP6dOMIok4wwy5TwcPQ982pIbdgx8ZAWtn+dBK4rUoxaqgSK3daOGTCg51LUlMNTE6uy9YpmRjKfBSeNHRXhqWom/ZSxSkNmvwtAkWnwGiBTBOlIRH7uLwUMXT56Cx+3G4ey7rpdISb0c4/ODdc9w1fiJALx6tIzHZ43iv2eO4lSTgzeOV5Jf2cTm8nr+ebyCqfFRXbQM+bY7XV5OFTcxeVzwqamqqlJVdpCM7Olh13HKyIkcKj6N0+XEYPCtA2ZIzsBecqrL5ymKDq/adeuQ3IsWHxkNbw9uvV42AqBqZwMuSVL6fYyPIkmoQ7g5QmkLfIbDQqpBnUfjDAdb9KJM4ldOwHG4lsrf78NV0j/rLQp9TwQ+Q0R/NZfuKDjKJXmzmT9pYp8eN5KZZHIvpv/+9dBfkdGTFZtImd1JtEHnny5936R0RlkMHGlqpdXpJdls4OpRid0e8621J7hhcegBwccPrCF7XPCWnlAK9v2D8Uoxr7yzlm17j4KqYckYjbOs68BHlvWo3q4DH72k4NV6OsZHxd2De9++nIW3Y4uPpIDUzy0+Q36MT3uLzxCuZBhE90zfsExJJOn+aWhelcrn91C5ah9q69BNxyD4iK6uAdRlsNBPb0Qp8fHsKzjKJxvW88UbrsdsMPbLebrS0zw+fzrwJ8bHj6ehMRYAj0clzhi4nMSctFgiyaNcWNpIosWILSr4OCCX047b1YItLniW1qLDH9LSVIqiMzF+pm+a98mD/8Ealc7YabcxEzh8/DS1m9/neO14kpo+wZOegW5U8MBTkXR4PV0HPorcm8CnZ8OR21t8tE4tPv0f+Azl6eyKf4zP8Awczs7qGtRqnFcMaVGMeGgmjiO11L51jOo/HSTpvilixtcQJgKfIUKS+uePZExqKmNSU3l/69Y+PW5Tc5iDd2nLzRJhV81fDv6FsfFjyYway0mzr5su2WKg3tnzb1NNrW7W7yjlnuvGhSxTsP9Dxs8IPfW7pamUSXPu5eD2lwE4c2wtbred7ElnnzMhJwtDjokxdy5G816Cc9PbuLa+xdGYLKKsloDjaU4XH7dspLymkvuvDT6tXScpPZ7V1dOuLv+sroAWHx39vdaBL/AZup/KZ8f4DN06dk30dfUHSSdjnpxIYrSBqhf3U/9uIbErcsKakCEMPBH4DKBkSzKbSzZ32q6hsatJpXnrDixGI3qdgkGnQ6dT0Ov16BUFc50TZ3UjrbXNgYs4ShqFJ0tpePsf/oVHOy5AKut0GMzx1FZWcSh1HDFmN9FmHRajglGnoFe6DrhaXR72FjdQVOdbYLX979hQFf6YITmCFp89FXtYd2YdizIXMWPEDF7e8TF3TF0IgFGn9CoR4qniRm6bnR3yzai6/ARWWyo6XffLUbicjXy++lGS0+YxdvptIctJig7TwltRG2uQ/v4CuV/9n05lZgH/+vxfIY+hl3W96urqyWd0ex6fwDE+8sC0+AzhmKI9RdRwHdzcHriJrq7+YcyKJm5FDnVvHgNZIva6MUg9XEZH6D8i8BlAuXG55MblBt3nvHoKc8167HY7brcHt8eDy+PB5XJzsL4ZW7PGnHEZpI2IQ9EH/rM1/FtjzvWLgh7X5XCw9e01LFlwKTU6maoWJydqW3B4VFweFY/WOQ9t+8pQqgYGnczUFBtzR8UFLEXwZk34gU+Mx0Hl3ldwRlk67ZOQ0VBxOhrYSStpmQt4OO/hs/fF6yKqbVZUfU0V2tGj/KfVv8Q0sXV7iE7RAurdmW/rHZZGrIf2Qc49QUudOroWzduKvfEwvpYNOeB4GuB01gJgjc4gd+odRMWkhXUP5OgEsq/5EgfefZfJ110X1nPaKZKCu4c5oOQednW1T2fXtI6zunQge1FVNeiyFKqq4nXa8Tia8LQ24nY043U143E24XG34HE14/W04PHY8Xqb8XrteFU7Xs2OqrXipZVK1wTccujs3IOtfXBzX6RnGBwi8Olv1rwUVIeXhvdP4C5rIf6OcehixeruQ4kIfIYIWZKwWi1YrUGCg7JGWpxeojLiIj6uwWTCbLWSNiqF8D6i+16GJBEzcSWJaaGnmW/Y9hu+MvuHIZdQADi9dw0rYhIYdVGmf1vFmp2MmLkirHpU1v+b2JmXhNwfH3sJBrOJ9LHdJ0ocOy10K4+ntRVJr++0PSYjg1Pbt+N1u1GC7A9FJyuoPWzxkSUtohYfj9fFlsI/0Nxahl4j4Ly+ri7Y+eHtvkBFcqBKrahyK6rsQFWcIHV9MsmrR1ZNbQ8zimZGxowimdFLcWiG+qHd1TXMBzeLMT4Dw3ZxOoaMKGpfP0rl83uIv3MCpjGxg10toY0IfIaB4d5PHM7gZkVWOgU9e8uKyI3P8P+uSWeb6v3HjqAezmY7htj4kPu1Pvowczc2oosKtnY5jJw9m1NbtjB64cKwj6eTFNQeJzAkohafPWfewV38DEbADcRF5fj3xWfOpWr/LCR0GOQRKJIFRbGgyBYUnRVFZ0Gnj0Knj0IxWNEbbeiMNhRTFHpzNDqTFUXf9eD69R+8gXps6OZDGfYtPmKR0gFjHBVD8jdmUPv3I1T/MR/bokyiF2eKfD9DgAh8hoth/D4lyTJaD1osNp8+wNfyrvb9omn+FoeeMhjA3dQIsoSEhGK2BAZbWufAqidaq6swxMQG3ReTmcmpnTsjOp5OVvAO0ODmoyeeIxVIHvc7pqQvC9gXkzmZOZlv9Kge4dIpMl5t6M6Gaf8S0puxZoNpuH+JGm4Uq57E/5pM02enaVx7BvveKmwLMzCkRWHIDG8hZaHvicBH6HeSJHf7DTPofk1DaRt8rapql91g4TCkjqFh/+egqbjKTxAzZxnWrNFsfftTZMX3LWzGlb0fX1Kz7XPG3P2lkPuDffh0lepAJ8s9TuonSxpqmO1ix0veJZVyPJrM6MSLenS+3jLIMhoyXq8XRRl634z9LT7DvMVEtPgMHEmWiF46EvO0JBreO0H9O8cBMObEYluUgSkn8iEMQu+IwGeY6K+szwPBo4HH0/Xg3HODgXMXgfS1GvXuW3bctLMZf+rzz7a6KIou5ODwHtE0ZF1kf1pd/fv2JpuxEkGLj7dtJpct81tYjbE9Ol9vtQe6Lq8Ls2IelDp0RRnmY3z8ROAz4PRJFhLvmYzq9OA4XEvTxhKq/3AA67xUYq8ZLfL+DCAR+AwDw7l1+rVtpzhwtJ77L40Jur+29jiHjn9IYVU+Czps/7RwP6O8EsVHdpAxfrY/MGq1Bz5fbptlFTnNv25RX6resxvrqFERP09xyXy27SPa+zR9rWS+QM9T20Sip2eJJxUJXFp4LyC9wbeEhyYPfJJLfx1kXyuPxzs0s98O9zw+oqtr8MlGHZbpyZinJdGyrZz6/xTiOt1Ewp3j0SUMvWD/fNSrd/6nn34aSZL41re+5d/20ksvsWjRIqKjo5Ekifr6+rCOVVJSwl133UVCQgJms5kpU6aws20shNvt5pFHHmHKlClYrVbS0tK4++67KS0tDTjGqFGjkCQp4PH000/35hKFHtp0rIr/ff8Q0zJiuX2yFVtU8P7sw4UfcfGcb/DFa14K2N544j9MMBqoOHUU1eOhvPgElrgUTOe8L6jGnjcTt38IOFubenyMjpx1ddR8vpW0JZeHLFNfVERUQudlNcaoWSyafQWXzb2Ky+ZexeI5V/p/toy7hHTv6B7VSUZDDTPwMep8Mwodrvoenasv6Nq+9brcPVuUtb/5V2cfpoFPe6+naPAZfJIkEXVRKslfn47a6qHi+T20Hqwe7GpdEHoc+OzYsYMXX3yRqVOnBmy32+0sW7aMxx57LOxj1dXVsWDBAvR6PR9++CGHDh3imWeeIS4uzn/M3bt388Mf/pDdu3fz9ttvc/ToUa4Lkg/liSeeoKyszP/4xje+0dNLHEJ69y2tpaGhj+rRvYpGB099cIh6u5sfXDORyekxOBxOTKbO0/S7MiIuhtF5VzBmztXkr/snxfvWkDPt4iCtX8HvzZbDW9hbuDuscxnNvR9k6Gpp4cQfXiL3vq92We7Url2MXNB5HJEsS2gh+qQUqefrVykSYY/xSY2egF2VKKv4oGcn6wPtLT7ubtYvGyztY3x6suL9UCCJ+exDjiE9ihEPzcA0Jpaavx6m9o2jeGpaB7ta57UedXU1NzezcuVKXn75ZX76058G7Gtv/Vm3bl3Yx/vZz35GZmYmr776qn9bdvbZRSRjYmJYvXp1wHN++9vfMmfOHE6fPk1W1tm8KzabjZSUlAiuZuiTpN59Q7PERPddZULweFRe3HgCgO9dMd7/zR3A6XJiDBH4OFydVzR2u+0osu+lGRsXT1PmeNLHTPGVr5Q4/nGRv6yxEVxr30EtOYgy7XL0U+Zib23G7nbh8ITXatDb8VPl69fRcOgguQ8+1OXYHq/bHTL5n6TIqF4vSpCpropEj7MZK4Qf+LhVB3pJw2DuPo9Rf9EpCuDFPeS7uob3rK5h22J1npJNOuLvmkDL9nIaPz2FfW8lsdeMJmpB+mBX7bzUoxafBx54gGuuuYalS5f2SSXeffdd8vLyuOWWW0hOTmbGjBm8/PLLXT6noaEBSZKIjY0N2P7000+TkJDAjBkz+MUvftHloFqn00ljY2PAYyiS6N03zEhWUg9Xx+q8s7uEX3xylFtmZfDA4pyAoAd8GaBlXecP9KrKg0RbOy8GevDIO0zOPbv2Vea4Gf6AIisdcq4c5X9k3rICw+IVGO98DLX0OJrLybojn7N40sVhXEPbeJoe3h9PaytHf/9bkCXG3f8AOnPX/fOH3n+fiVdeyenTn7Nv3/+xf//f2L79t9TXn0GWZbQQH6a63gxulgi7q6vFVYdegtio0GuZ9Tdd20wudzeD4QeLMtwDB/9LYZjW/zwmSRJRc1NJ/f5soualUf+fEzR8XCRm4PWDiFt8Xn/9dXbv3s2OHTv6rBInTpzghRde4Nvf/jaPPfYYO3bs4KGHHsJgMPDFL36xU3mHw8EjjzzCHXfcQXT02daMhx56iJkzZxIfH8+WLVt49NFHKSsr41e/+lXQ8z711FP8+Mc/7rPr6C+yNDTfpnYW1fLxwXIunziCFTO7+GbiDD6GptVRR0pC5w/ZJns10TGZQZ4RmiTLGBbeyLEPXiJr2qUoSjcvbUlG62FuHICKzZup37eHMff8FzpzeN14Dq2astr9NDQUMWHCjRgMFlRV5cCBf2CVp+H1BK+PLEk9Xho0kq6usyuyD17QoW8LfDw9XKKjv8n+6eyDXJEekvwJDAe5IkJIkl4h9toxKDFGGj44ibvCTsyVI9GPsA521c4bEQU+Z86c4Zvf/CarV6/GZOq7tUdUVSUvL48nn3wSgBkzZnDgwAFWrVrVKfBxu93ceuutaJrGCy+8ELDv29/+tv/nqVOnYjAY+OpXv8pTTz2F0dh5psqjjz4a8JzGxkYyMyP7wO0vqqrS4nVR62zhWHMtZq3/u6vC1dxop+D4AeSEmfzgmondlpeMgVmMTxato6QynyhzPHHRnbtVevqerBmM7B+xlJuzJwBgUHQ4nHZMRguaqmJ3tmBtH88jKz0KfJpOnqD0g/eJmTqVcV9/MKLnxsZUoygG6uoPoqrX+6ohy76B+IoceowPPc8b4+vqCq9hV6/4/qa96uCNr2lv8RGDm/vGP579C9VNNaiahorqX/NNTO4a+myXZqDEGWl47wQVv96NaXw8MVdno0+ObLyk0FlEgc+uXbuorKxk5syZ/m1er5cNGzbw29/+FqfT2aOkY6mpqUycGPgBOmHCBN56662Abe1Bz6lTp/jss88CWnuCmTt3Lh6Ph6KiIsaN69yyYDQagwZEgyG/bA2HK30BQvuYE7POiE1vxt1qJ4sGYESPjt1XOYBUVWX7+v2oqsr48WncNCvMIFGSaGg4zYlTG6ioP8G4rEuZN/Or7Mr/C3GxowKKNlQdIdrYsyBv3eEKFk44e7zpoyaz+sAm/lVZzy2pCciSTE5SBqPTcpEVBc0bfjuKq6mJor+9hiEpkdz7Hwg6Tqc7ZsVGQuJYDh2uCMhJ1HC6Gru7krRxwdcy08k9H9yskyQ6L0MbnEGx0OBVMFb9ncKq5YxJmtuzk/aCoa2lzu0dqoGP7//DZYzPkbqTpBjiSY5JRFZkZFnBZDSSOalnswQHk6Zp4FFRXSqa24vmUtFcbf/3qqBqvmVnOv7fe/Z3SZJAJyMpEpJO9uXN6fCzpPN9AWkv4zspoPneQSVZQtLLvocS3t+/pgXWo/1nzau11d33UNuvxelFdXlB1ZBNvr8F22VZtO6rwnGkFseRWqwXpRJ7/RiRmqAXIgp8lixZQn5+fsC2e+65h/Hjx/PII4/0ONPqggULOHr0aMC2goICRo48+0HQHvQcO3aMtWvXkpCQ0O1x9+7diyzLJCd3Hkcy1MyKS2ZB+oKg+z7etZ7c0aMGtkLnOJp/ktLT5cycN5mYeBtvrwt/2YWi+iJ0BQVMGXs9M6be5d8+Z8aXO5Vt9bTS6Kxn0/bnkSSJ0rpCbrni12cLhAgAmlvdOD0qSbFnx9lEWWK4dtYVXOP1+jMzf5a/ntFpuUiKghbGAFpVVSl6/W94HQ5G3/3FbsfxdMdsjuXKK14J2DYmczSpUy8N+RyZnnet6CTQwmzxkWWZ+Mxv4C19ljr7KVqc4zDro3sU5PVUe4uPx9vzbsj+JA/DD5tJuRO4+Na+GY/ZG5pXQ3V40BweVIcX1eFBbXGjtrjxNrtRm12ozW7UVg+quy0QaP9/289Dps9fBkmn+IIgndQh0AJU1fe7V+tZfXWyb0KLO3hw3fJ5GdFLs1CiDL26hAtZRIGPzWZj8uTJAdusVisJCQn+7eXl5ZSXl3P8uC8td35+PjabjaysLOLjfQtELlmyhBUrVvDgg76ugocffpj58+fz5JNPcuutt7J9+3ZeeuklXnrJl9vF7XZz8803s3v3bt577z28Xi/l5eUAxMfHYzAY2Lp1K9u2bWPx4sXYbDa2bt3Kww8/zF133eWfFj9cuT1uYkLkwfHp+q/r3CzIkagqr2P/jiNk52aw+Jp5PTpGc1IuC2YvDqtsSuoMUlJn+H/ftP35wAIhPnc+PVTO8unBxxnJwQJyWUHrZtZXyccf0Vx4nIwbb8Kaktpl2f6kSFKPVyyPZIwPQGrcNIpLoe74o3xe+ChVxjxuX/CPHp27J9oDnyHbonIBL/KpeVVfkNLkxtvsAreK5lH9QYw/oGkN9rMHzRXi31SRUKx65Cg9cpQB2WZAZ2gLKgwKkkFG0rf936AgB9uuk5FkydckJ0u+FhtZOrtNwvc26VXRPBqax9dKpHm0wG0eFby+n5Hw/Xu3P71tu+Zua3Fyt/3sUX3nUc7WIeD8yjn/b/tZNij+65CNbT/rFSRF8r2+2l9iba1OaBqa5hunJelFlufe6PPMzatWrQoYMHzppb5vsq+++ipf+tKXACgsLKS6+myiptmzZ/POO+/w6KOP8sQTT5Cdnc2zzz7LypUrAV9yw3fffReA6dOnB5xv7dq1LFq0CKPRyOuvv87jjz+O0+kkOzubhx9+OGAMz3BVZ69HL3f1T9X1B5vXHflAUZfTzedr92C1WVh8zdwg3/rD/zDt72/Jx0oaGBlnQRdm8zPQ1uLT/kYc+CFWs3cP1Zs3kXjxJaRfuazzk/uQ1+nC6+w6Z4dOktre97SIm7d9y12E3xKbkzSfo7Er0DQvrtqP8LiqIjpfb+n8XV1Ds8Wn3XAJezRJw3G4FndFy9kP6o4f3C4V1dnW3eL0+oKA9tYLpxdvsxtvk8vXGtMS4n1EAtmsQzLpkE0Kssn3sy5B32F72z6zDqmtjGzSIVv1SCZlYLptJEBWkPT9f6rektoCrg5bOvxX6K1eBz7n5ut5/PHHefzxx7t8TlFRUadty5cvZ/ny5UHLjxo1qttvWDNnzuTzzz/vssxwZdQZcaueHnclKvrw/5k1TWPP1sM0NTZz0cLpGM2RN6c21TVwsuA09uZWqqsbaao5CPMXRXyc4BUM/FVVVfaVNXBzXmS5ZyRZB+fMHGopL6P4rTeJys1l3AMDk/jS0ViBOS6jyzKyBFrbzL5I3/j0shTRsxRZx3UzfwnAa59uAAY2AFHaAuyhOqtLGqAWH1VV8Xg8uN1u/+Pc391uNy6XC7vdjt1up6WlpdP/AWSXRsWvQyfzlAwKklFGNii+bpb2Vgu9jGIzoEsyo9gMKDZfa4wSpUe2GZD1sq+VwyCL8SbCsCLW6hoG5o3L47M9m7l6zmU9Poaj2Y4pquvZAEUFJZwoOM3kmeNITovv8bk2frqTydNzSc9K4aLUJEwfn+jxsTq9oZ7z66YjlVw6pvMSEKHEW2xU11dgUc7mzdE8Ho798WUUs7nHA5d7StbpkLpZM0ymPVvw2cG14dIhofV4TTIZerkwbKT0bS0+Q7Wr69xZXXa7nbq6um4DlHD2ddzf3aK+HZnNZiwWC1arFYvFQmpqqv9ni9fAmKQs9Cbj2YG5euXsz+2BjiBcQETgMwykJ45g+7E9IfdXnDzO4U0xGK1mzNEWohPjsMacHRPkdXu6DHqa6lvYuTmflPRELlve/TgeR01xl/tlWSYrt5+y/3b4ot3c6qbZ5SU5LvzpnbmpOeSfPsTU2EzwemksLMZ2qoSR992Owdb7pSu6FKSVQFZ0aGrXY43aJ5ioPWjz0csSWgRdXR35AqaBDUAUefAGN7u9Kg2tburtbhodbhpa3VQ1OTlV00KL01efPad8XfSbt2zhyOYPaehiORi9Xu9/6HS6gN/1ej1WqzXkvq6ed+72gQzUBeF8IAKfYeBAUQHp8aGnsl/+lbuwN7TgaLLTUm/nwNodXHrncowW31R9Z0vwvCyqV2Xbun0gwcJlc5C7GCPjtjfhaKwmKnkk+9a8ibNehUWzendhvbT6UDnXhhjQHIrVEo3d7URWdNTtO4xkbmLit7/UPxU8V5DuAEnWoXaTT8jfytCD3hVFksKe1RXkzAPe4tM+xscTYYuPpmk43CpNDl/Q0ujw0NjqpsnhodHR9v9Wt//npnP2N7a6aXEF/3dIizERbdajaaBXZMbaPIxJtpGRlElKSgoJCQkYjcaAYESn04nuH0EYokTgMwwUlp/khnmhB9maLCZMFhOk+qb4p43N5MD6Hcy6yrdsgyWm8xTsQ3sLqSypZtbFk7HFWGmqqWD3v19g4X89HvQcBRveRFJ0WOOPkTNjPuaSMyHrMxDv90eK6xkdb41oQHM7DQ1149+xpI4nZdmV/VC78EmKDk3rJvBp+39PkhjqJQlN6lmLD5IMYWZx1jQVVXWiqg683lZU1YnX60BVHb6f2/6vep1t5ZznbHegqi7KGuzAQl7Z6uDDI7vxqpov+Z5G2/99P3tVlWanl6a2YKax1YMrRF4mWYIoow6bSU+0WU+0yfdzVoKFaNPZ32PMemItvv/HWPTEmg3EWvSYgqyfJgjC8CUCn2FAkRQ8mgd9mNMRLDYLrlaH/3ev6+yHV+mpSo7kFzJmfBaLrjmboK48fz2jJuXhqC/HFNt5kVejOQq92ULN6QJGrniQki4Cn/6e6auqKgfKGyMe0NzOfvAYhkuvJSVtTB/XrDtBFieVdd3mE/K3+ATZp2kaLk3D7lU52NyKR9MYaTLi1jQUCWpUE0h69lftx+l14va68bQFM6qm4vK6cHqdtHpacXqdODwOHF4HDo8Dq6uZLL2L/fu/hsfbjMfTjNfbgqo6287t7RDcOILULjRJMiDLBmTZiKKYkGUjsmzEiJmLs7LxKhNpdLiRJalthrKEIkvoJcm3TdaREasj2qwjxuwLaGwmnS+Q6fCzzaTDatD5l5oQBEEQgc8woJP0eFQPejn8eZg6owFHiwOT1YTOZODI/hNUlFSTkBQffByPBMlj89j3yd+Zufxe9Jaz2ZMbS45jiUskbepigucWHjiaKrHmYDlLxvUsizWAnDoZXR8HPZqmodntIMtIigJ6fUBXh6ZpaF43bncjkiQjywYkSY8ky2hery9viCIhSdLZDLVOXyZXa3UrVo/G4h1HMEgyDlXFoaq0ejUcanfLl8aB5uHOD/4LqYuSsiRjVIyYdWaMihGjYmSaKZFRBhVVc6PXx2M2Z6FTopBlA77kJjKKbPYFLooZRTYhKyYU2dz2u9Ef0Pi2G5FlU9u1h25FmTcn4tsvCIIQNhH4DAM6SYdbdWMm/KzBkxfmsX/N52gWJ/XN9aRbJ7LwqhCfKJqG6vVgjkthxjX/RcHGt8mYMJuYrEkAlBfsJPfSW8I+d392ddW0+tZSj7NFvtRIndvDgaZWyqOjqVm7FqPu3Jd/e8XbBxFr5+zrKsSQkM2+ta40jwfN7elUPiZ+Jnb78bZuIRea5kHTVKyGsTiLGn2DeNqby3RtSc2MClOSoxk1bQRZOhmzLGNSJN//2342tf2cYzFikmVKnC7fiu4aKJKGw1FM2oy3MCgGDLIBRVaQ8AVZBsWASTGhl/ViTIogCBcEEfgMA3pZj8sb2cKR2zbvx9lSy/xLF2OL7TpzdWNZITHJvlwyBmsMk678EkfXv0lrYy0pky8hKXsSVcd3kzxudljn7s+urs1uHbdM6twVF7ouGh9WN2CSZWJ1CnNjrVwSPwmY1H+VjFQ3s/GTgf9NDH9l5mzLuUHhhIirJAiCcL4S8yCHAbfqQolwSrJeZ+DKO27sNugB0JssVJ0+FpCUbdzCm3G7HFQf3Y4leRStdWUR17svdFxg9VBRPnlzRkQ0fXdLfTPzYqO4LCGamTFWDGLqryAIwgVNtPgMEV2toN6qthKlj4rwgOE3u5jj08ieuYji3Z+SOety//bMmZdzdMPbyErnKdfnHn3d+5twOt1oGhwoLGdS4Rkyx/hWb1dVD4WHtxIdl0JMTDIGc/etF3aXHQ8evKoXe3MlXtXDiZoyls+6IuzrcqkqLV6VuAgyVwuCIAjnN/GJMERIIRLT7fr83zTs241r9Fz0I2L77fxRKWMoPth5yY9xl95I8e5PyZrV9ZpVTqebK2/0LUR6bslLF91NSVE+p4v209RSQ3nNKW6/9ex6bn/I/wNqh3wxmqZR2VrJSNtIDEYTRwo/4h/1TXxv1u0RXdO62iYWxvdzUkJBEARhWBGBzxC15/N/U1J9gmmTLiNr7kRaSiqxRhD4rG/5jOy6VNLi0rosZ68pxRQ7AmdjFaaomKBlMmYujaTqnZjMUYyZcHYm2ZpPXvb/XG2vxqyYWTlxZcjnn2quJae8kMSohLDPWef2YFVkjKJrSxAEQehABD5DiKZp7Nr8NuX1p5kyZSkzLroegB2//4QZ/7Uw7ON4VA/jEyfz8aGPMSpG7rzozoD9Xq+X3W89x9j5V3N6/0Ys0QmoHidjLrm5T68nHJ+c+oTLR13eZZnXTh3gvydcHNFxt9Y3c1Vi8EBOEARBuHCJwGeI2HNwDXW7tzNzxjLyMm4K2Bcdb0DuNPU6tAPFhxmfNJZtleWUNpb6t/9rz79Ij0knw6Eybt6VVJ06TPr4PCqO70fR6ZCV8M/RVxOfG52NJFuSQ+7/sPQIFyemRzSguajVSZbJIKZnC4IgCJ2IfoAh4oumRSy/9mHSMjpPPbZlJNJ48uysKqfdibPFQUVROSf2Hu1Uvqi0mHHZ2dxz8T3YjDa8bQs+trpaOVF9gqaKIqIzJzJmwQ3Ej57OyNlXUHzqBO6Wuv67wA60MAdee1Qv++qruHREZMkGDza3MtkW/sKlgiAIwoVDtPgMEZIUOgb1ujxIHVLub337EwwmE9VnTpOYNZLR08cFlvdqKHrf8a6bdh3/2PkPVK9KraMWU7MdXXxuQHlLXApjJkxFb+1+6ntfU7tY/fvZgp3cO3pGt8dodLopbnJS1uLkpN3BldlJfVlFQRAE4TwiAp9hwBhrxdXQAkDFyTLi01JorK4lMWtkpxXVtx7cRW1DPSfKTjE6dSSpsancOdc3xqfV1cof3nyK7Cs7L8w58qLrcDtbOblrDThbkM7pWmopaWJiWltgpEH03hN8VLPWv99gCP+lZHc0sm7NK9TKrYwZlRO0zOm6ao6ddPG35mqg+mw9XF6sBl9Oo/ZQ0KxXGGE1MsJqxFatkmkyhF0XQRAE4cIiAp9hwJQQTeMJX1fXyX2HycmbzMSLp+Nxe8j/bDtulxu9Qc/RopM4NAfXzLuMlJjO42bMBjPodbjtTRiMgXmBCg+/zbY9m0lLupxFl9/W6bmH1u3BsOhs60tM3UauuGFBRGNv2l13/XdxOe18/NELXJa+KGiZv+3ZxQtXXh7R8Tcfr+bqCLI6C4IgCBceEfgMA666JgwxvjErkiSRmOELanQGPTmzJ/OHd1aRkDYSWZJZMf8qFDl0lme32UOLpwEDqYBvvM2Bbc8RmzQR48j51FbYgz+v5ZwlMyTJt7ZUD0eJGYwWTEYLekPnNbc2njjK7KzMiIIeh9uLy6tiM4W/kKsgCIJw4RGDm4eM0AN+a46WUFxRxb412zsNDI5LSWBEqo2LcmdhMZm7DHoAvrro6xwv2QKA2+1g77ofYUqeTYnXxsgRI8nJyaGkpCTgOaqqIhvPOW4/TpjaU1rCkpyJET1nZ1Ed88eEn+dHEARBuDCJwGfICB1JuB0l2GJtKIpC2thRQctkpaRzdd6Sbs9ijUrB7mzA3lJN/vofUx19ER/u20lpTSl5OXlMnjyZgoKCgOfIshy8er1YjdTjdiHLwRscexJTuVUVoy6y9cwEQRCEC4/o6hri8v/vz6jOFsbMnRyy68eDN+j2UNyqhyOfP0vy1Ps5dWwX9159L2a9GSDkOWIS46gvrSY2zbeUuNTe1dVDh/PXMm7sRUH3ybLIvyMIgiD0D9HiM8SNXX49brsdT2tryDJOrzPs4zW5mtguuZi+6MekJWagSRpWozUg4ElKSqK4uDjgebEp8Zzcf9z/e6tLo2p/IY0nSnHWNaGqoaelB1NeeYKMUVM6bfd4vShdTO0PpqrJSaK181ghQRAEQTiXaPEZ4oyxsUSnZ3ZZxqqEl6zP7XXz7O5n+V7e95AVX7dQsGSCEydOZP369WRkZPi3ncovZNKl0/2/N0elYsNLU3E11YdO425xcabYS2ZGx6BFItTYpTqPK/j21hZsxsiCmENljVyckxjRcwRBEIQLkwh8hoyedxuFQ1VVntn1DN+Y/g1MOpN/e3pSOgWlBYxNG+vfFqy7y2Q143Wf7VJTjAYSp6SiM519CTV9cJJxV2eHVZ+Dm1uCbq9saSTeElnWZVXVUET3mCAIghAG0dU1VHQ1UFiSIMKupHP9du9vuXPcncSaYgO2z8mZQ/7J/E7lo6Ojqamp8f8+evZ4Cnd1WB6jF3HGztOluI3moPuOVJQzITm15wcXBEEQhC6IwGeI0Dyefjv2y3t/x+yU2WTFZHXat/34dkbEj+i0PS4ujtLSswucKjqFTo0qPWyk+tOuzVw+ZU7QfWVNjYyKD3/JieI6O+lxwYMoQRAEQTiXCHyGANeZM+g7jKfppBetKx/te5lozwnmpc0Luv9M5RkunnBxp+2jR4+mrKyM//znP0EHLkt0Hh8UThy04WAlccl64o3WoPsjnSF/rKKZ3OSo7gsKgiAIAiLwGRKcx45hGju20/aKz7dw/K9/pnbXTlSvh9PvvBXR7KlPd/8b+6lCxo9YSEn9waBljhcdx6sGnw4/ceJEJk+ezJo1ayguLqbJ3uzfJ/UgGHO6vVTVtJIUZwq6v9Fhx6SPPPOy1JPKCIIgCBckEfgMMtVuRzYFDwSajhxh9B0r0c2dy6l33qblzGnczU3dHtPr8fDWhlexGaMZl5LLlPTlHCv/LGjZ3OxcpBBNShkZGWRnZzN79mwaGxsxnLu8xDnNM25H1/mE3t9WzBWzU0NOV3/7wB5WTJ7e5TE6cnoiy18kCIIgCGJW1yCz79iBdf58AM786x3Q68m8Zjnga8mQdToknYLmdqKLsmGMjul0DBWNNze8CoCmqaiaxtKZ15EQnczB7Se6XPNqVs4sth7dyoIJC0KWiY2NJTY2lgPlu/G6vSh6JWiTj9vl5diuChLSoohPDezKKqpsIdZmZEddAYXVn/PivpNIkhTQXbar0EUCjk7HlZAxGw3EW20kRSeQFJPI6VoXJ6pbuGx858VYBUEQBCEUEfgMIk3T0LxeJL2e4g8/wNlQR9L8izm66vdYR48+p5yGpA/eMnPzpfd0e65Yaxal9YdJi50QsD17RDZ7CveEVd8xeeM4vv0Q4xZ0TjwIMHd5Nk11Tg5vKWXBTbkB+7YdrOS2xdk8d/QEv1zwP52CMVVVGWv8LYvHd152w+v1YnfZqWmspby+ir0n95KekMiVk+aGVW9BEARBaCcCn0Hk2LcP87RpnP7Pu7SWlTLuK18DICZ3LEVvvoGzsgLwDRqWJKlnA2vaTE2/lg0Fv+sU+ETCHG3F7TybePDcFStMUQZMUQZO5VcHbN94sJLp484uIBqsBaqgagNZ8cFneimKgs1sw2a2MWrESKqqa0hMCF5WEARBELoixvgMIk9tHbqEBJxnThE3eWrAvqwbb0aJsgFgqWtgxPyLkSJcyqGjrrq7ctJz2Htyb3gHagu+pNBJmQN4vSoV1XbGpUV3Wa68Lp8xycHX7upIVT1IyGJAsyAIgtAjIvAZJJ6qKnRJvmUWarZtI3bSpID9siwz7v4HADDp9FjT05GMhojP0zE8aO/uOtfUkVM5UX4irOMZjQZqTlfQ0NSIyxl82YmOPtxZwtK8NAAa3K2Yld41MtY37CA2VrT2CIIgCD0jAp9B4jx5EmPbFPax33uEuv37QhfWNBSTCc0ZfDHSTR9/yKaPP2TH+rWdn9rh56np11JQ/mlvqk3u/Mkc23EYzK0c2lfUZdl6uwtVhVirL2D715n9LErqnESxpuUMVlN4SQu9Xjs6XfAcQIIgCILQnV4FPk8//TSSJPGtb33Lv+2ll15i0aJFREdHI0kS9fX1YR2rpKSEu+66i4SEBMxmM1OmTGHnzp3+/Zqm8f/+3/8jNTUVs9nM0qVLOXbsWMAxamtrWblyJdHR0cTGxnLvvffS3Nx87qmGBlXzdxuZk0fgqK0JXdblQrFagy4o2u7iK6/C5eg8I6qjrrq7UuNTKSwv7LrOQENDA00WJ1Mvm4XHHXw6eUuji+KjtXyy8QxXzUk/e/4KlcaDx9i1ZSOVFWX+7QdL3mN6xg3dnru55RhWy5huywmCIAhCKD0OfHbs2MGLL77I1KmBY1PsdjvLli3jscceC/tYdXV1LFiwAL1ez4cffsihQ4d45plniIuL85f5+c9/znPPPceqVavYtm0bVquVK6+8EkeHD/uVK1dy8OBBVq9ezXvvvceGDRv4yle+0tNL7F+a6h+nYkxMxFNXF7ps+3iWSNMaBxFryaSs4Win7XNz57LvZBetToDH42HTpk0sufJyAAxGHfbm1k7lpi/JpLS6lZgoA3rl7EssR5fJrPmXkDkmh/oOgZ6qetDrgucy6sjRWozFMqrbcoIgCIIQSo8GXDQ3N7Ny5UpefvllfvrTnwbsa2/9WbduXdjH+9nPfkZmZiavvvqqf1t29tlVvjVN49lnn+V//ud/uP766wH4y1/+wogRI/jXv/7F7bffzuHDh/noo4/YsWMHeXl5ADz//PNcffXV/PKXvyQtLa3TeZ1OJ84O3UeNjY1h17nXNA3aWmBkWQ5ruYdzW3xOvvE6npZmohzusE87NeM6NhT8jtSYcQHbu2oNardmzRouu+wyf9nJc3PYv/UYc5dMDigXk2Sh6FAlty4cFbC9fbzRmcLjTJvjW0LD7XEgy0pYde/N4G5BEARBgB62+DzwwANcc801LF26tE8q8e6775KXl8ctt9xCcnIyM2bM4OWXX/bvP3nyJOXl5QHni4mJYe7cuWzduhWArVu3Ehsb6w96AJYuXYosy2zbti3oeZ966iliYmL8j8zMzD65nnBo6tnAx7eh++dEjxtP1c7tABz+1S+x5Y4l954vY25rGfNqKm5X4IDjc+c+dRXgxFpjqaivCLpvw4YNTJ06FbP57IKgZosxaHfXrsJaxmYGzuIqq2ohJtbXqqN6VXQ6X8y9t/hfTEpbHrJO7brq5hMEQRCEcEUc+Lz++uvs3r2bp556qs8qceLECV544QVyc3P5+OOPuf/++3nooYf485//DEB5eTkAI0YEriI+YsQI/77y8nKSkwOz+Op0OuLj4/1lzvXoo4/S0NDgf5w5c6bPrqlbmhY4JTuM2dkjFlxMzebNeJ1ODAkJJM6YGbA/Z8IkdmxYx+p33jp7miDHibFkBO3uumTiJWw9srXT9l27dpGamkpqamqnfed2d6mqSuGZBqaPjg8od/p0PTmj4mlqbMBoORs8tTiqSIjqPOD5XA5HMSbTwAWmgiAIwvkposDnzJkzfPOb3+S1117DFGJ9qZ5QVZWZM2fy5JNPMmPGDL7yla9w3333sWrVqj47RzBGo5Ho6OiAx1A3+t77OPGXP6Gzda5r2shRzF96BWaLxb8tWDw1LeN6jpZ90mm7XqfvtAjqkSNHUBSF3NzcTuXB192Vv+3soOi1+yuYN7nzMhKaqqHXyxw7dIDxk6eFuryQ7PYiLJaRET9PEARBEDqKKPDZtWsXlZWVzJw5E51Oh06nY/369Tz33HPodDq83p4tGpmamsrEiRMDtk2YMIHTp08DkJKSAkBFRWA3TEVFhX9fSkoKlZWVAfs9Hg+1tbX+MsNVx24eQ1QUufd9lZE33uTfFunYF1mW0bTgq7xbjBbqW+oBOH36NLW1tUyfPj3ksTp2d7ncXhqaXGQmdp5u3n4FqlfFYPQtdlpYtY2UmMmdyganIknhjQUSBEEQhFAi+sRcsmQJ+fn57N271//Iy8tj5cqV7N27F0Xp2QfTggULOHo0sOuloKCAkSN93/Czs7NJSUlhzZo1/v2NjY1s27aNefN8g2TnzZtHfX09u3bt8pf57LPPUFWVuXOH9ppOqqqidRE0dtcLFiqI2fLpx1ScEwy2C9XddenkS9l4cCN1dXUUFBQwv20B1a4YTXrsza18uKOUy/M6DyJ3uDzodL6XWsfevTM12xk7YmG3xxcEQRCEvhLRrC6bzcbkyYHf0K1WKwkJCf7t5eXllJeXc/z4cQDy8/Ox2WxkZWURH+8b97FkyRJWrFjBgw8+CMDDDz/M/PnzefLJJ7n11lvZvn07L730Ei+99BKAP1fQT3/6U3Jzc8nOzuaHP/whaWlp3HDDDYCvhWjZsmX+LjK3282DDz7I7bffHnRG11BSuXkj8bPyQhfo4fIMmlclcWR20H3TMq9nY8ELnWZ3WYwW7HY7W7duZdmyZWGdZ8rcHLZ8dhhdYgI2s77T/oLjtYweHRfkmeHNJhMEQRCEvtLnnzqrVq1ixowZ3HfffQBceumlzJgxg3fffddfprCwkOrqswtZzp49m3feeYe///3vTJ48mZ/85Cc8++yzrFy50l/m+9//Pt/4xjf4yle+wuzZs2lubuajjz4KGGv02muvMX78eJYsWcLVV1/NxRdf7A+ehrKmggISps8IuT/S+Uyq6mXTxx92WUaRg8e8XtWDzrOevLzcsIMSo9nA0foWlgVp7QGwt7hIiDEHbGtsrcSoD29Mldtdj04XE1ZZQRAEQehKr1dnPzdfz+OPP87jjz/e5XOKioo6bVu+fDnLl4ee1ixJEk888QRPPPFEyDLx8fH87W9/6/LcQ5GmBu+qCte5Y3wuversfczPfz3k8+Qgwc+aQ7/k8vmPc/LYJyQnBx/QHEzalBgaXU7izObuCwP7it9h9qiV3RfEl7E52hbuWCBBEARBCE30MwwBmsuN6vGELtDUNCD12FDwe6ZkriDakowWYTvTkvG5rDt6PPjOID11Xq8Lkz4qrGOrXjuKEl5AJQiCIAhd6XWLj9B7WTffwpE//ZXEy69Gkn1RggT+nx2ajubiirbtbbGqLIEkIcmguUMHTeEm/ttR9DqpsdP8Y36iotKoqT1JQnzwMULnshoMuIIEbxXVLUTHBKY+8HhdIguzIAiCMChE4DMEmEeMwO5Nob68fb0uDVXDt6yFBvpJc2k8UuQf7KOpGmiabzaXBtW6dMaFOHZXNGcZGwp+j8frJCFqDLnJC/z7RmcvJj//b2EHPgAWo5E6eytxHRIUnjrdwIwpgekEfNmarwnrmG53I5LUecC0IAiCIPSECHyGCFuslbFzx3dbzutWcTk9mKMM/m2F7+3s4hmhZUWNIDv760H3dZXrJ5Sl43N5e/VOJmRm+6boq9BUa0evP9u642xxYC8qJXHkqLCOWVu3ieSkqyKqhyAIgiCEIgKfIcLpDK9L6tTBGrwelcwJ8ZisvpYQg9EQsrzUw6nwALboTGpqTpCQMDqs8ma9ngmSwtgx8ciyhE6R0SmB579oyRKqdoTXgtPYuJ9o29ReXYMgCIIgdCQGWgwSzzmJBY3G8D7cFb1Mzsxkzhyuxe3yoqoaUjgLffVA9qiFFBdvCbt8fn4+pQ2lyG4XFpMeg17pNCW++UwBlvT0sI7ndtdjNmdEVGdBEARB6Ipo8Rkkxtwcmjdu8v+ut5k4dbAmZPn20MYcpUeSJTLGx1FytA5JlpANGgUFBcTExJCcnNxnLSSRJBf0eDyUlZWRMXYkp/YeZ8LC6UHLtZaXMWLu4j6pnyAIgiBESgQ+g8Q8dWrA7+FN7O7w/CgDo6YkAjCSBADq6+spKChAkiSMRiMZGRl41cZe1TPKlh5Wd9fmzZtZsGABVquVA5/tDlpG9XoIaxl6QRAEQegnIvA5j8TGxhIbGwuAw+GgqKiIKGsONTXr/WU0TfVPJXe76/z79Po4TKY0DIbEgGNmj1rom93VReDjdrtRVRWr1bc4qdFspLWhBXNM4GKltQe2Ezdpem8vUxAEQRB6TAQ+5ymTycSYMWOAMSHLJCScXSDU6aykvmEXEjJxcfPR6XxBy7ndXQ6HA4PBELBdUZSAfEHZs8ZSsOUgExdN929TVRVPix1DVGxY9fd4mlAUS1hlBUEQBCFcYnCzAIDRmExy0pUkJl5GQ8NuamrW+6ezt3d3AXz44YccPnw44LkFBQX+BWgBdAY9qhq42nz94V3EjJ0Udn1aW4sxm7N6ejmCIAiCEJQIfIQAkqSQkHAJMTF5VFV9Qn39Tv/srsLCQsaNG0dFRYW//OnTp6mtrWX69OnnHsn/k+r14GpowJyYGnY9XK4qDIakXl6NIAiCIAQSgY8QlE5nJTl5GTpdNDU1n6JqDgoLC5k4cSLg67qqqqri+PHjzJ8/v/MBOoxhrt6zmfhpc8I+t6ZpeDyNIn+PIAiC0OdE4CN0KSpqLAkJl2FvifN3Z+Xk5HDkyBH27NnDZZddFvyJbUN+ms4UoIuyYbBGh33OqqqPA8YfCYIgCEJfEYGP0C1Z1rFgwU1kZ2dz6NAh0tPTqaioIDo6moaGhk7lvW4viiKjqiotp08TP35m2Oeqrv6M2Ng8dDpbX16CIAiCIAAi8BEikJCQQG5uLgUFBTQ0NDBu3Dj27dvXqVzJoSLSxmVRvXcz8dPywj5+be1moqLGd5pSLwiCIAh9RQQ+QkT0ej0TJkzgoosu4r333uP48eOdyjTWNmCyaEiSFPb09br6HZhMaZhMaX1cY0EQBEE4S+TxEXokJSWFL3zhC5SVlXH48GFycnLQ69sWH9WgLn8PyfNCjP85R3PLMXQ6GxZLdj/WWBAEQRBEi4/QS6mpqYwdO5bDhw9TVFSEqqo4ayoxp6WFvdaXo7UYW9T4fq6pIAiCIIjAR+gDiqIwdepUoqOj+ezt9dhLK1FiQ2eM7qhjxmdBEARB6G8i8BH6jNUczanPFQqrG/nX719i72enUNWuA5umpnxs0VMGqIaCIAjChU4EPkKf2fH+STxujWvv/xIZoy9h/5Y3eOfZf1N1uinkc1yuGoxiFpcgCIIwQETgI/SJuvIW8j8rZtaykSSkRbHojulccedXUDUvH/7lDxzaXNrpOe1rgQmCIAjCQBGBj9Brmqax6Y1jRMUbmb400789ZXQMN35zBRnZC9m1/s/sX3sq4HmNjXuJjp460NUVBEEQLmAi8BF67eS+ak4fqmXBzbno9ErAPkUns/jOGaRnXs3+Le/hdZ9t5XG5ajAYEga6uoIgCMIFTAQ+Qq+4XV42/fMYWZPiyZ4WfKyOJElMX5KDx+Pm9KEaAJqaDhIVNXEgqyoIgiAIIvARemfHeyexN7i45LaxVFdXk5KSwpNPPunfv2XLFgwGA3sOf47JEs+J/YUAOBylmM3pg1VtQRAE4QIlMjcLPVZxspG9q08z57rRxCZbAAuvvPIKN9xwA1dccQXjxo3jC1/4Ag8++CBLlixhu6OQgr0fUF8fh9WaO9jVFwRBEC5AosVH6JGWeicfvZRP0shoZlyR5d9+9dVXc99997Fy5Uq+9rWvYbVaeeqppwAYOzsVj8fL6SMHsVhGDVLNBUEQhAuZCHyEiNUUVvKn/95Mc52Tq746BUUJfBn98pe/xOPx8M9//pPXXnsNo9EIQGyyhejYVMoKqwej2oIgCIIgAh8hMqrDQdWPfgBAirmeqDhjpzKFhYWUlpaiqipFRUX+7Zqm4agfiey8aKCqKwiCIAgBROAjhE1zuyl5+NtwYCejWvdT06TH63QHlHG5XNx1113cdttt/OQnP+HLX/4ylZWVAFSfaaauzM7YOWJQsyAIgjA4ROAjhMXb3ELRXXfRvHEjGc8/x9S7F+LWWTnxn88Dyv3gBz+goaGB5557jkceeYSxY8fyX//1XwAc21GB2aYnc0LcYFyCIAiCIIjAR+iet7mFwqVLcezbT9rTTxN1ySWkL56G2V1Hwaaz2ZjXrVvHs88+y1//+leio6ORZZm//vWvbNy4kRdeeIHa8hZGjIpGVsTLThAEQRgcYjq70CXV5aLkoW+gulyk//pXRF91FQCyLDMy2UVhVSwehxOdyciiRYtwuwO7vkaNGkVDQwMAbzy5g6Qs24BfgyAIgiC069VX76effhpJkvjWt77l3/bSSy+xaNEioqOjkSSJ+vr6bo/z+OOPI0lSwGP8+PH+/UVFRZ32tz/++c9/+ssF2//666/35hIvaJrXS+n3vo995y4yV73gD3rajb9qEm6dhcJ/fx7iCIHsDU4sMYb+qKogCIIghKXHgc+OHTt48cUXmTo1cJFJu93OsmXLeOyxxyI63qRJkygrK/M/Nm3a5N+XmZkZsK+srIwf//jHREVFcdU5H8avvvpqQLkbbrihp5d4QdM0jfIfP0HTp5+S/uyvsc6Z06lM6sWTMbqb2P5JWbfHU1UNe5Mba0znWWCCIAiCMFB61NXV3NzMypUrefnll/npT38asK+99WfdunWRVUSnIyUlJeg+RVE67XvnnXe49dZbiYqKCtgeGxsb8jjncjqdOJ1O/++NjY0R1fl8VvXsb6h/4w1Sn3oK22WXBS0jyzKptiaKHGm4GlswRFtDHs/R7EZTNSzRosVHEARBGDw9avF54IEHuOaaa1i6dGmfVeTYsWOkpaUxevRoVq5cyenTp0OW3bVrF3v37uXee+8NWrfExETmzJnDK6+8gqZpIY/z1FNPERMT439kZmb2ybUMdzWv/omaF18k+ZFHiF1xQ5dl59w9F4Cjb27pspy90Rdgiq4uQRAEYTBFHPi8/vrr7N69278MQV+YO3cuf/rTn/joo4944YUXOHnyJJdccglNTU1By//xj39kwoQJzJ8/P2D7E088wRtvvMHq1au56aab+PrXv87zzz8f8ryPPvooDQ0N/seZM2f67JqGq/p3/kXlz36GdscdTHr0v4MuOLpmzRr/tqSZuUS7Kzm+s6LL47Y0uABEV5cgCIIwqCLq6jpz5gzf/OY3Wb16NSaTqc8q0XGcztSpU5k7dy4jR47kjTfe6NSq09rayt/+9jd++MMfdjpOx20zZsygpaWFX/ziFzz00ENBz2s0Gv3LKQjQtGYNZT/4AbG33ELK//shr8zOC7ngaEejRikcOB2Ls7YRY3x00GPbG9pafGyixUcQBEEYPBG1+OzatYvKykpmzpyJTqdDp9Oxfv16nnvuOXQ6HV6vt08qFRsby9ixYzl+/HinfW+++SZ2u52777672+PMnTuX4uLigHE8QnDOY8co+e73sC1dSsrjP0KSpC4XHO1owg15qIqBI110d1WdasIcbUDRixw+giAIwuCJ6FNoyZIl5Ofns3fvXv8jLy+PlStXsnfvXhRF6ZNKNTc3U1hYSGpqaqd9f/zjH7nuuutISkrq9jh79+4lLi5OtOp0Q3U6KX74YQwZ6aQ9/RRSh3/HUAuOdpQ4JZsYTwXH9wRffLSxppWDm0uZslAsVSEIgiAMroi6umw2G5MnTw7YZrVaSUhI8G8vLy+nvLzc31qTn5+PzWYjKyuL+Ph4wBdArVixggcffBCA7373u1x77bWMHDmS0tJSfvSjH6EoCnfccUfAuY4fP86GDRv44IMPOtXtP//5DxUVFVx00UWYTCZWr17Nk08+yXe/+91ILvGCVP273+M+dZrst99CtlgC9p274OiUKVOCHiN7tIH9RVG0VjdgTowJ2Lfj/SKMZh3TlojB44IgCMLg6vN+h1WrVjFjxgzuu+8+AC699FJmzJjBu+++6y9TWFhIdfXZ1oHi4mLuuOMOxo0bx6233kpCQgKff/55p1adV155hYyMDK644opO59Xr9fzud79j3rx5TJ8+nRdffJFf/epX/OhHP+rrSzyvOE+cpOYPfyDhq1/FmJsbsK+rBUfPNfHG2aiyniNvbArYXlvWwtGtZcy6ahQGk0gULgiCIAwuSetqvvcFprGxkZiYGBoaGoiODj5I93yiaRpHJkwEYNy+vcjndGN973vf480332Tfvn1ERUWxcOFCYmJieO+994Ie729f/jsGnZebV90F+Lq41v71CA2Vraz88UVifI8gCILQLyL5/BZfwS90ej243Z2CnvYFR9euXet/Ef31r39l2rRpvPDCC3z5xhtxnSxCtkWhREejS0wkO8fInhNRHN1QxLH9DZw6WIPeqHD5PRNF0CMIgiAMCaLFp4MLrcUHfHl7yh59lLHbt6FEcM1Ft91O6759ZzdIEk5rIpvzHgcgeaSNSZekk5OXLLq4BEEQhH4lWnyEsFlmzwZFoeaVV0jusNhsV9xlZbTu20fiQ98g6tKFqE2NuEvLcB4/zrymI6Tedh2pUzL6t+KCIAiC0AMi8LnAGTLSiVt5J/VvvUXSN7+JJEndPqdp9adIej3xd9+Ncs5aaSP6q6KCIAiC0AfEwAsB26JFeKuqcR49Glb5pk8+wTJ/XqegRxAEQRCGOhH4CJjz8pAtFprXru22rKe6GvuuXUQHSSkgCIIgCEOdCHwEZIOBqEULafz4k27LNq35DGSZqMsuG4CaCYIgCELfEoGPAIDtiitwHjmCu6Sky3JNq1djmT0bXVzcANVMEARBEPqOCHwEAKwLFoBOR9P69SHLeBsaaPn8c2yXLx3AmgmCIAhC3xGBjwCAYrNhmZ1H87p1Ics0r1sHHg+2pZcPWL0EQRAEoS+JwEfwsy1ahP3zbah2e9D9jZ+sxjx9OvoRyQNcM0EQBEHoGyLwEfyiFi1Cc7lo2bq10z61pYWWTZuwidlcgiAIwjAmAh/BzzByJIbs7KDdXc0bN6I5ndiuEN1cgiAIwvAlAh8hQNSiRTStW4emqgHbmz5ZjXHiBAwZYikKQRAEYfgSgY8QIKoti7Pj0GH/Nk9tLc3r1hF9uWjtEQRBEIY3EfgIASwzZyDbbDSvXweA5vFQ8u3vIJlMxNx00+BWThAEQRB6SQQ+QgBJr8eSl0fD2+8AUPnMr7Dv2EH6s79GnyxmcwmCIAjDmwh8hE4ss2biLimh5pVXqX31VUZ8/3tY58wZ7GoJgiAIQq+JwEfoJPaWW0Cno/LnPyd6+XLi7r57sKskCIIgCH1CN9gVEIYeJSaGqEsuwV1RTupPnkCSpMGukiAIgiD0CRH4CEGl//pXSDodkk68RARBEITzh/hUE4KSTabBroIgCIIg9DkxxkcQBEEQhAuGCHwEQRAEQbhgiMBHEARBEIQLhgh8BEEQBEG4YIjARxAEQRCEC4YIfARBEARBuGCIwEcQBEEQhAuGCHwEQRAEQbhgiMBHEARBEIQLhgh8BEEQBEG4YIjARxAEQRCEC4YIfARBEARBuGCIwEcQBEEQhAuGWJ29A03TAGhsbBzkmgiCIAiCEK72z+32z/GuiMCng6amJgAyMzMHuSaCIAiCIESqqamJmJiYLstIWjjh0QVCVVVKS0ux2WxIktTj4zQ2NpKZmcmZM2eIjo7uwxqen8T9ipy4Z5ER9ysy4n5FRtyvyPTH/dI0jaamJtLS0pDlrkfxiBafDmRZJiMjo8+OFx0dLf4IIiDuV+TEPYuMuF+REfcrMuJ+Raav71d3LT3txOBmQRAEQRAuGCLwEQRBEAThgiECn35gNBr50Y9+hNFoHOyqDAvifkVO3LPIiPsVGXG/IiPuV2QG+36Jwc2CIAiCIFwwRIuPIAiCIAgXDBH4CIIgCIJwwRCBjyAIgiAIFwwR+AiCIAiCcMEQgY8gCIIgCBcMEfj0UEFBAddffz2JiYlER0dz8cUXs3btWv/+mpoali1bRlpaGkajkczMTB588MEuF0Bdt24dkiQFfezYsWMgLqvf9Mf9avf+++8zd+5czGYzcXFx3HDDDf14JQOjv+7XqFGjOr22nn766f6+nH7Xn68vAKfTyfTp05Ekib179/bTVQyc/rpf1113HVlZWZhMJlJTU/nCF75AaWlpf19Ov+uP+1VUVMS9995LdnY2ZrOZMWPG8KMf/QiXyzUQl9Sv+uv19b//+7/Mnz8fi8VCbGxsj+snAp8eWr58OR6Ph88++4xdu3Yxbdo0li9fTnl5OeBb/uL666/n3XffpaCggD/96U98+umnfO1rXwt5zPnz51NWVhbw+PKXv0x2djZ5eXkDdWn9oj/uF8Bbb73FF77wBe655x727dvH5s2bufPOOwfikvpVf90vgCeeeCLgNfaNb3yjvy+n3/Xn/QL4/ve/T1paWn9ewoDqr/u1ePFi3njjDY4ePcpbb71FYWEhN99880BcUr/qj/t15MgRVFXlxRdf5ODBg/z6179m1apVPPbYYwN1Wf2mv15fLpeLW265hfvvv793FdSEiFVVVWmAtmHDBv+2xsZGDdBWr14d8nm/+c1vtIyMjLDP43K5tKSkJO2JJ57oVX0HW3/dL7fbraWnp2t/+MMf+rS+g60/X18jR47Ufv3rX/dVVYeE/v57/OCDD7Tx48drBw8e1ABtz549fVHtQTNQ71+apmn//ve/NUmSNJfL1eP6DraBvF8///nPtezs7B7XdSgYiPv16quvajExMT2uo2jx6YGEhATGjRvHX/7yF1paWvB4PLz44oskJycza9asoM8pLS3l7bffZuHChWGf591336WmpoZ77rmnr6o+KPrrfu3evZuSkhJkWWbGjBmkpqZy1VVXceDAgf66lAHR36+vp59+moSEBGbMmMEvfvELPB5PX1/CgOrP+1VRUcF9993HX//6VywWS39Uf8AN1PtXbW0tr732GvPnz0ev1/dV9QfcQN0vgIaGBuLj4/ui2oNmIO9Xj/U4ZLrAnTlzRps1a5YmSZKmKIqWmpqq7d69u1O522+/XTObzRqgXXvttVpra2vY57jqqqu0q666qi+rPWj64379/e9/1wAtKytLe/PNN7WdO3dqd9xxh5aQkKDV1NT05+X0u/56fT3zzDPa2rVrtX379mkvvPCCFhsbqz388MP9dRkDpj/ul6qq2rJly7Sf/OQnmqZp2smTJ8+LFh9N69/3r+9///uaxWLRAO2iiy7Sqqur++MSBtRAvN8fO3ZMi46O1l566aW+rPqg6O/71dsWHxH4dPDII49oQJePw4cPa6qqatddd5121VVXaZs2bdJ27dql3X///Vp6erpWWloacMyysjLt8OHD2r///W9t4sSJ2v333x9WXc6cOaPJsqy9+eab/XGpfWKw79drr72mAdqLL77o3+ZwOLTExERt1apV/XbdPTXY9yuYP/7xj5pOp9McDkdfXmqfGOz79Zvf/EZbsGCB5vF4NE0b+oHPYN+vdlVVVdrRo0e1Tz75RFuwYIF29dVXa6qq9tdl99hQuV+apmnFxcXamDFjtHvvvbc/LrVPDKX7JQKfPlRZWakdPny4y4fT6dQ+/fRTTZZlraGhIeD5OTk52lNPPRXy+Bs3btSATv/4wTzxxBNaUlLSkO4bH+z79dlnn2mAtnHjxoDtc+bM0R577LHeX2AfG+z7FcyBAwc0QDty5EiPr6u/DPb9uv766zVZljVFUfwPQFMURbv77rv79Fr7wmDfr2DOnDmjAdqWLVt6fF39Zajcr5KSEi03N1f7whe+oHm93j65tv4wVO6XpvU+8NH1oHfsvJWUlERSUlK35ex2O+Abmd6RLMuoqhryee37nE5nl8fXNI1XX32Vu+++e0j3jQ/2/Zo1axZGo5GjR49y8cUXA+B2uykqKmLkyJFhXcNAGuz7FczevXuRZZnk5OSwnzNQBvt+Pffcc/z0pz/1/15aWsqVV17JP/7xD+bOndttvQbaYN+vvnrOQBkK96ukpITFixcza9YsXn311U7nGEqGwv3qMz0OmS5gVVVVWkJCgnbjjTdqe/fu1Y4ePap997vf1fR6vbZ3715N0zTt/fff11555RUtPz9fO3nypPbee+9pEyZM0BYsWOA/zrZt27Rx48ZpxcXFAcf/9NNP/c2G54P+vF/f/OY3tfT0dO3jjz/Wjhw5ot17771acnKyVltbO+DX2Vf6635t2bJF+/Wvf63t3btXKyws1P7v//5PS0pKGpKtF5Ho77/HdkO9qytc/XW/Pv/8c+3555/X9uzZoxUVFWlr1qzR5s+fr40ZM2ZIdqWGq7/uV3FxsZaTk6MtWbJEKy4u1srKyvyP4aw//x5PnTql7dmzR/vxj3+sRUVFaXv27NH27NmjNTU1RVRHEfj00I4dO7QrrrhCi4+P12w2m3bRRRdpH3zwgX//Z599ps2bN0+LiYnRTCaTlpubqz3yyCNaXV2dv8zatWs1QDt58mTAse+44w5t/vz5A3QlA6O/7pfL5dK+853vaMnJyZrNZtOWLl2qHThwYACvrH/0x/3atWuXNnfuXP9zJkyYoD355JPD+kOpXX/+PbY7XwIfTeuf+7V//35t8eLFWnx8vGY0GrVRo0ZpX/va10IGksNJf9yvV199NeRYmeGuv/4ev/jFLwa9X2vXro2ofpKmaVr/tysJgiAIgiAMvqHboSgIgiAIgtDHROAjCIIgCMIFQwQ+giAIgiBcMETgIwiCIAjCBUMEPoIgCIIgXDBE4CMIgiAIwgVDBD6CIAiCIFwwROAjCIIgCMIFQwQ+giAIgiBcMETgIwiCIAjCBUMEPoIgCIIgXDD+P/4LcilO9Ku6AAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POINT (-82.85713742897065 41.269299848551164)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POINT (-82.84352777892317 41.26296188965012)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POINT (-82.78549948726014 41.24983336138753)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "POINT (-82.85140579923815 41.28301664121122)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for t in [6714,5836,5873,1854,5488]:\n",
    "    print(tractCP[t])\n",
    "    contigList = getContigFromStarter(t,list(set(HDunitList[t]).difference(bigVset) ),unitNbrs)\n",
    "    for u in HDunitList[t]:\n",
    "        if countyNo[u] == c and u not in bigVset:\n",
    "            plotPoly(tractGeom[u])\n",
    "            if u not in contigList:\n",
    "                plotCenter(\"x\",tractCP[u])\n",
    "    for u in bigVset:\n",
    "        plotPoly(tractGeom[u],0.2)\n",
    "    \n",
    "    \n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "bd53aad8-e020-4535-9911-119dc6be9fb1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now jettison city 2 from the 230 HDs which lowly used it\n",
      "prior to city in-out and after city-in, county 47 had unit avg use, SD of use of 0.99014 0.03649 1.025 0.04664\n",
      "working on attempted city-filling 0 out of 230 0.0 sec elapsed\n",
      "working on attempted city-filling 20 out of 230 11.678 sec elapsed\n",
      "working on attempted city-filling 40 out of 230 23.228 sec elapsed\n",
      "working on attempted city-filling 60 out of 230 37.926 sec elapsed\n",
      "For HD 2247 we picked up {1, 2883, 4, 2877, 2878} via swellcapture. Add their neighbors\n",
      "2247 in county 16 failed due to tryPop/aDP =  1.00778\n",
      "working on attempted city-filling 80 out of 230 78.353 sec elapsed\n",
      "working on attempted city-filling 100 out of 230 98.849 sec elapsed\n",
      "working on attempted city-filling 120 out of 230 121.728 sec elapsed\n",
      "For HD 809 we picked up {588} via swellcapture. Add their neighbors\n",
      "working on attempted city-filling 140 out of 230 156.975 sec elapsed\n",
      "working on attempted city-filling 160 out of 230 203.796 sec elapsed\n",
      "working on attempted city-filling 180 out of 230 235.517 sec elapsed\n",
      "working on attempted city-filling 200 out of 230 294.534 sec elapsed\n",
      "working on attempted city-filling 220 out of 230 340.339 sec elapsed\n",
      "all done with city 2 filling attempts. nSuccess, nFail were 229 1\n",
      "47 has adjusted unit avg use, SD of use of 1.00947 0.04656\n"
     ]
    }
   ],
   "source": [
    "print(\"Now jettison city\",i,\"from the\",len(outList[i]),\"HDs which lowly used it\")\n",
    "i = 2\n",
    "c = countyNo[ bigUvtdList[i][0] ]\n",
    "nSwapSuccess, nSwapFail,outFailList = 0,0, list()\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out and after city-in, county\",c,\"had unit avg use, SD of use of\",r5(cAvg), r5(cSD), r5(cAdjAvg), r5(cAdjSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(outList[i]): \n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(outList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)  #dropping Toledo may have left an isolated Lucas fragment\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop < aDP - toler and canAdd:  #fill in county as much as we can\n",
    "        adjoinSet = set( getAdjoiners(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(adjoinSet.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:  \n",
    "            availScore = [ adjUse[v] + 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canAdd and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).union({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        addV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canAdd = False\n",
    "            else:\n",
    "                tryList.append(addV)\n",
    "                tryPop += tractPop[addV]\n",
    "\n",
    "    if canAdd == False :  #new for Toledo -- if we get stuck, allow adding from non-Lucas vtd's to avoid discontigging, since Toledo N-S spans Lucas.  \n",
    "        fullCset, partialCset, canAdd2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop < aDP - toler and canAdd2: #... then add counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #Add from existing nonLucas partial.  Should be only one, but to be sure ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.min(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].difference(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become an adder.  Must lead to contig complement w/ and w/out big county\n",
    "                availCs, availCset = list(), set( getAdjoiners(list(fullCset),neighborCountyList) ).difference({c})\n",
    "                for cc in availCset:\n",
    "                    complementCs = list(allCset.difference(  (fullCset.union({c}).union(partialCset)).union({cc})  ) )\n",
    "                    if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                        complementCs = list( set(complementCs).union({c}) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                            availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canAdd2 = False  #unexpectedly, we don't have any addable counties\n",
    "                    print(t,\"doesn't have any addable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.min(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "                    \n",
    "            if tryPop + availPop < aDP + toler:  #add this entire county (may have been a partial) and re-loop if still < tgt\n",
    "                tryList = list( set(tryList).union(set(availTracts) ) )\n",
    "                tryPop += availPop\n",
    "                fullCset = fullCset.union({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop = aDP - tryPop #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList += addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))  #in case we picked up a surrounded vtd, but not its surrounder\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        outFailList.append(t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "19ad1fc2-38d7-46f3-9fc8-d1352fdb7b72",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "for 2247, try again with dropping some Lucas after the overfill\n",
      "prior to fixing 2247 , county 47 had unit avg use, SD of use of 0.99014 0.03649 1.00947 0.04656\n",
      "working on attempted city-filling 0 out of 230 0.001 sec elapsed\n",
      "For HD 2247 we picked up {1, 2883, 4, 2877, 2878} via swellcapture. Add their neighbors\n",
      "2247 in county 16 needs to shed more tracts from big county 47 , tryPop/aDP =  1.00778\n",
      "2247 in county 16 needs to shed more tracts from big county 47 , tryPop/aDP =  1.00598\n",
      "2247 in county 16 needs to shed more tracts from big county 47 , tryPop/aDP =  1.0034\n",
      "2247 in county 16 needs to shed more tracts from big county 47 , tryPop/aDP =  1.00114\n",
      "Hooray, we fixed problematic HD 2247\n"
     ]
    }
   ],
   "source": [
    "print(\"for 2247, try again with dropping some Lucas after the overfill\")\n",
    "i = 2\n",
    "c = countyNo[ bigUvtdList[i][0] ]\n",
    "tt = 2247\n",
    "#nSwapSuccess, nSwapFail,outFailList = 0,0, list()\n",
    "#bigVset = set(bigUvtdList[i]) #shorthand\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to fixing\",tt,\", county\",c,\"had unit avg use, SD of use of\",r5(cAvg), r5(cSD), r5(cAdjAvg), r5(cAdjSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate([tt]): \n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(outList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)  #dropping Toledo may have left an isolated Lucas fragment\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop < aDP - toler and canAdd:  #fill in county as much as we can\n",
    "        adjoinSet = set( getAdjoiners(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(adjoinSet.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:  \n",
    "            availScore = [ adjUse[v] + 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canAdd and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).union({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        addV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canAdd = False\n",
    "            else:\n",
    "                tryList.append(addV)\n",
    "                tryPop += tractPop[addV]\n",
    "\n",
    "    if canAdd == False :  #new for Toledo -- if we get stuck, allow adding from non-Lucas vtd's to avoid discontigging, since Toledo N-S spans Lucas.  \n",
    "        fullCset, partialCset, canAdd2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop < aDP - toler and canAdd2: #... then add counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #Add from existing nonLucas partial.  Should be only one, but to be sure ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.min(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].difference(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become an adder.  Must lead to contig complement w/ and w/out big county\n",
    "                availCs, availCset = list(), set( getAdjoiners(list(fullCset),neighborCountyList) ).difference({c})\n",
    "                for cc in availCset:\n",
    "                    complementCs = list(allCset.difference(  (fullCset.union({c}).union(partialCset)).union({cc})  ) )\n",
    "                    if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                        complementCs = list( set(complementCs).union({c}) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                            availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canAdd2 = False  #unexpectedly, we don't have any addable counties\n",
    "                    print(t,\"doesn't have any addable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.min(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "                    \n",
    "            if tryPop + availPop < aDP + toler:  #add this entire county (may have been a partial) and re-loop if still < tgt\n",
    "                tryList = list( set(tryList).union(set(availTracts) ) )\n",
    "                tryPop += availPop\n",
    "                fullCset = fullCset.union({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop = aDP - tryPop #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList += addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))  #in case we picked up a surrounded vtd, but not its surrounder\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        while tryPop > aDP:\n",
    "            \n",
    "            tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "            print(t,\"in county\",countyNo[t],\"needs to shed more tracts from big county\",c,\", tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "            bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "            availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "            if len(availVs) == 0:\n",
    "                canShed = False\n",
    "            else:              \n",
    "                availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "                idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "                while notPicked and canShed and ij < len(idx) - 1:\n",
    "                    v = availVs[idx[ij]]\n",
    "                    trySet = set(tryList).difference({v})\n",
    "                    if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                        if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                            shedV = v\n",
    "                            notPicked = False  \n",
    "                    ij +=1\n",
    "                if notPicked:\n",
    "                    canShed = False\n",
    "                else:\n",
    "                    tryList.remove(shedV)\n",
    "                    tryPop -= tractPop[shedV]\n",
    "                            \n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave and abs(tryPop - aDP) < toler:\n",
    "            legitSwap = True\n",
    "        \n",
    "    \n",
    "    if legitSwap:\n",
    "        print(\"Hooray, we fixed problematic HD\",t)\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "    else:\n",
    "        print(\"Boo, we failed to fix HD\",t,\"its pop/aDP, unbroken, noEnclave are\",tryPop/aDP,unbroken,noEnclave)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "d95b852f-54c4-4f6b-8c98-0ff80723ea25",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, try some patching in Lucas.  Where is our usage problematic?\n",
      "Let's visualize over- and usage in a select county 47 . Blue is overused; pink=under. Printed if <0.7 or >1.3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Now, try some patching in Lucas.  Where is our usage problematic?\")\n",
    "if 1 == 1:\n",
    "    print(\"Let's visualize over- and usage in a select county\",c,\". Blue is overused; pink=under. Printed if <0.7 or >1.3\")\n",
    "    for u in countyTractList[c]:\n",
    "        COLOR = \"white\"\n",
    "        plotPoly(tractGeom[u],0.2)\n",
    "        if adjUse[u] > 1.02:\n",
    "            COLOR = [2. - adjUse[u], 1, 1]\n",
    "            if adjUse[u] > 1.3:\n",
    "                plotCenter(round(adjUse[u],2),tractGeom[u],7)\n",
    "        if adjUse[u] < 0.98:\n",
    "            COLOR = [1.0, adjUse[u] , 1.0 ]\n",
    "            if adjUse[u] < 0.7:\n",
    "                plotCenter(round(adjUse[u],2),tractGeom[u],7)\n",
    "        if COLOR != \"white\":\n",
    "            fillPlotColor(tractGeom[u],COLOR)\n",
    "        if adjUse[u] < 0.98:\n",
    "            plotCenter(\".\",tractCP[u])\n",
    "    plotPoly(countyGeom[c])\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4bd01483-0f59-4a7e-80a5-ecc191954223",
   "metadata": {},
   "outputs": [],
   "source": [
    "backupList, backupUse = [adjList[t].copy() for t in range(nHDs)], adjUse.copy()  #safek"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "fceac459-de8e-4de4-9c45-3e2883f20e21",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "OK, let's try to shift away from SW Lucas use, as overall Lucas use now a bit high...\n",
      "Preferentially drop Lucas portion from HDs that use primarily the overused units near the most over-used units\n",
      "visualizing overused units in Lucas County before we patch down\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hooray, we jettisoned Lucas from HD 7619\n",
      "Hooray, we jettisoned Lucas from HD 7610\n",
      "Hooray, we jettisoned Lucas from HD 5378\n",
      "Hooray, we jettisoned Lucas from HD 5374\n",
      "Hooray, we jettisoned Lucas from HD 5395\n",
      "Hooray, we jettisoned Lucas from HD 7614\n",
      "Hooray, we jettisoned Lucas from HD 5376\n",
      "Hooray, we jettisoned Lucas from HD 5397\n",
      "Hooray, we jettisoned Lucas from HD 5379\n",
      "Hooray, we jettisoned Lucas from HD 5391\n",
      "Hooray, we jettisoned Lucas from HD 7620\n",
      "Hooray, we jettisoned Lucas from HD 5389\n",
      "Hooray, we jettisoned Lucas from HD 5390\n",
      "Hooray, we jettisoned Lucas from HD 5388\n",
      "Hooray, we jettisoned Lucas from HD 5396\n",
      "Hooray, we jettisoned Lucas from HD 7636\n",
      "Hooray, we jettisoned Lucas from HD 2272\n",
      "Hooray, we jettisoned Lucas from HD 6675\n",
      "Hooray, we jettisoned Lucas from HD 6627\n",
      "Hooray, we jettisoned Lucas from HD 6625\n",
      "Hooray, we jettisoned Lucas from HD 6651\n",
      "Hooray, we jettisoned Lucas from HD 6652\n",
      "Hooray, we jettisoned Lucas from HD 6620\n",
      "Hooray, we jettisoned Lucas from HD 6673\n",
      "Hooray, we jettisoned Lucas from HD 6674\n",
      "Hooray, we jettisoned Lucas from HD 6632\n",
      "Hooray, we jettisoned Lucas from HD 6624\n",
      "Hooray, we jettisoned Lucas from HD 6629\n",
      "Hooray, we jettisoned Lucas from HD 6621\n",
      "Hooray, we jettisoned Lucas from HD 6569\n",
      "Hooray, we jettisoned Lucas from HD 240\n",
      "Hooray, we jettisoned Lucas from HD 6567\n",
      "Hooray, we jettisoned Lucas from HD 6561\n",
      "Hooray, we jettisoned Lucas from HD 6568\n",
      "Hooray, we jettisoned Lucas from HD 6562\n",
      "Hooray, we jettisoned Lucas from HD 6560\n",
      "Hooray, we jettisoned Lucas from HD 1725\n",
      "Hooray, we jettisoned Lucas from HD 6638\n",
      "Hooray, we jettisoned Lucas from HD 6631\n",
      "Hooray, we jettisoned Lucas from HD 6634\n",
      "Hooray, we jettisoned Lucas from HD 8484\n",
      "Hooray, we jettisoned Lucas from HD 6637\n",
      "Hooray, we jettisoned Lucas from HD 6635\n",
      "Hooray, we jettisoned Lucas from HD 2643\n",
      "Hooray, we jettisoned Lucas from HD 6697\n",
      "Hooray, we jettisoned Lucas from HD 2632\n",
      "Hooray, we jettisoned Lucas from HD 2656\n",
      "Hooray, we jettisoned Lucas from HD 2659\n",
      "Hooray, we jettisoned Lucas from HD 2633\n",
      "Hooray, we jettisoned Lucas from HD 6644\n",
      "Hooray, we jettisoned Lucas from HD 5384\n",
      "Hooray, we jettisoned Lucas from HD 8473\n",
      "Hooray, we jettisoned Lucas from HD 5382\n",
      "Hooray, we jettisoned Lucas from HD 8485\n",
      "Hooray, we jettisoned Lucas from HD 5386\n",
      "Hooray, we jettisoned Lucas from HD 8443\n",
      "Hooray, we jettisoned Lucas from HD 8442\n",
      "Hooray, we jettisoned Lucas from HD 5385\n",
      "Hooray, we jettisoned Lucas from HD 627\n",
      "Hooray, we jettisoned Lucas from HD 8441\n",
      "Hooray, we jettisoned Lucas from HD 6667\n",
      "Hooray, we jettisoned Lucas from HD 6668\n",
      "Hooray, we jettisoned Lucas from HD 6588\n",
      "Hooray, we jettisoned Lucas from HD 6585\n",
      "Hooray, we jettisoned Lucas from HD 6669\n",
      "Hooray, we jettisoned Lucas from HD 7618\n",
      "Hooray, we jettisoned Lucas from HD 5380\n",
      "Hooray, we jettisoned Lucas from HD 7640\n",
      "Hooray, we jettisoned Lucas from HD 5394\n",
      "Hooray, we jettisoned Lucas from HD 7626\n",
      "Hooray, we jettisoned Lucas from HD 5398\n",
      "Hooray, we jettisoned Lucas from HD 5392\n",
      "Hooray, we jettisoned Lucas from HD 5377\n",
      "Hooray, we jettisoned Lucas from HD 7615\n"
     ]
    }
   ],
   "source": [
    "print(\"OK, let's try to shift away from SW Lucas use, as overall Lucas use now a bit high...\")\n",
    "print(\"Preferentially drop Lucas portion from HDs that use primarily the overused units near the most over-used units\")\n",
    "###### WIP 5/13/25  ID the high-use Lucas VTDs, find faraway HDs that use the high-use ones but not the lower-use ones ...\n",
    "LucasUse = [adjUse[u] for u in countyTractList[c]]\n",
    "OUU = countyTractList[c][LucasUse.index(np.max(LucasUse))]\n",
    "OUUc = set({OUU})\n",
    "newAddSet = OUUc\n",
    "while len(newAddSet) > 0:\n",
    "    newAddSet = set()\n",
    "    for u in OUUc:\n",
    "        for uu in unitNbrs[u]:\n",
    "            if adjUse[uu] > 1.03 and uu not in OUUc and uu in countyTractList[c]:\n",
    "                newAddSet.add(uu)\n",
    "    OUUc = OUUc.union(newAddSet)\n",
    "for u in OUUc:\n",
    "    plotPoly(tractGeom[u])\n",
    "    plotCenter(r3(adjUse[u]),tractCP[u])\n",
    "print(\"visualizing overused units in Lucas County before we patch down\")\n",
    "plt.show()\n",
    "hasSWtract, hasSWscore, localOUUc = list(), list(), list()\n",
    "for t in popHDlist:\n",
    "    if countyNo[t] != c and OUU in adjList[t]:\n",
    "        hasSWtract.append(t)\n",
    "        localScore = 0\n",
    "        inCountySet = set(adjList[t]).intersection(countyTractSet[c])\n",
    "        for u in inCountySet:\n",
    "            localScore -= (adjUse[u] - 1.) / len(inCountySet) #negative bias toward HDs that use the highUse Lucas vtd's\n",
    "        hasSWscore.append( localScore )\n",
    "idx, ij = np.argsort(hasSWscore), 0\n",
    "while adjUse[OUU] > 1.05 and ij < 0.5 * len(hasSWtract): #len(hasSWtract):\n",
    "    t = hasSWtract[idx[ij]]\n",
    "    tryList = list(set(adjList[t]).difference(countyTractSet[c]) )\n",
    "    \n",
    "    fullCset, partialCset, canAdd2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "    for cc in allCset.difference({c}):\n",
    "        intersectionSet = set(adjList[t]).intersection(countyTractSet[cc])\n",
    "        if len(intersectionSet) > 0:\n",
    "            if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                fullCset.add(cc)\n",
    "            else:\n",
    "                partialCset.add(cc)\n",
    "\n",
    "    while tryPop < aDP - toler and canAdd2: #... then add counties without enclaving until pop is square\n",
    "        #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "        if len(partialCset) > 0:  #Add from existing nonLucas partial.  Should be only one, but to be sure ...\n",
    "            availCs = list(partialCset)\n",
    "            cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "            pC = availCs[cScore.index(np.min(cScore))]\n",
    "            availTracts = list( countyTractSet[pC].difference(set(tryList)) )  #no coreVset to worry about ...\n",
    "            availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "        else:  #find a candidate full county to become an adder.  Must lead to contig complement w/ and w/out big county\n",
    "            availCs, availCset = list(), set( getAdjoiners(list(fullCset),neighborCountyList) ).difference({c})\n",
    "            for cc in availCset:\n",
    "                complementCs = list(allCset.difference(  (fullCset.union({c}).union(partialCset)).union({cc})  ) )\n",
    "                if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                    complementCs = list( set(complementCs).union({c}) )\n",
    "                    if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                        availCs.append(cc)\n",
    "            cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "            if len(cScore) == 0:\n",
    "                canAdd2 = False  #unexpectedly, we don't have any addable counties\n",
    "                print(t,\"doesn't have any addable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                break\n",
    "            else:\n",
    "                pC = availCs[cScore.index(np.min(cScore)) ]\n",
    "                availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "                \n",
    "        if tryPop + availPop < aDP + toler:  #add this entire county (may have been a partial) and re-loop if still < tgt\n",
    "            tryList = list( set(tryList).union(set(availTracts) ) )\n",
    "            tryPop += availPop\n",
    "            fullCset = fullCset.union({pC})\n",
    "            partialCset = partialCset.difference({pC})\n",
    "        else:  #this will be the final partial\n",
    "            partialCset.add(pC)\n",
    "\n",
    "            tgtPop = aDP - tryPop #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "            addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "            eLists = getEnclaveLists(addList,unitNbrs)\n",
    "            for eL in eLists:\n",
    "                addList += eL\n",
    "            tryList += addList\n",
    "            contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "            if len(tryList) > len(contigList):\n",
    "                noncontigs = set(tryList).difference(set(contigList))  #in case we picked up a surrounded vtd, but not its surrounder\n",
    "                print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                for u in noncontigs:\n",
    "                    tryList += unitNbrs[u]\n",
    "                tryList = list(set(tryList))\n",
    "            tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "    \n",
    "    ij +=1\n",
    "    \n",
    "    if legitSwap:\n",
    "        print(\"Hooray, we jettisoned Lucas from HD\",t)\n",
    "        shedSet, addSet = set(adjList[t]).difference(set(tryList)), set(tryList).difference(set( adjList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "    else:\n",
    "        print(\"Boo, we failed to fix HD\",t,\"its pop/aDP, unbroken, noEnclave are\",tryPop/aDP,unbroken,noEnclave)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "08a80681-a71f-436d-b497-a31a5837ebf1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "47 has adjusted unit avg use, SD of use of 0.99327 0.01752\n",
      "Let's visualize over- and usage in a select county 47 . Blue is overused; pink=under. Printed if <0.7 or >1.3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )\n",
    "if 1 == 1:\n",
    "    print(\"Let's visualize over- and usage in a select county\",c,\". Blue is overused; pink=under. Printed if <0.7 or >1.3\")\n",
    "    for u in countyTractList[c]:\n",
    "        COLOR = \"white\"\n",
    "        plotPoly(tractGeom[u],0.2)\n",
    "        if adjUse[u] > 1.02:\n",
    "            COLOR = [2. - adjUse[u], 1, 1]\n",
    "            if adjUse[u] > 1.3:\n",
    "                plotCenter(round(adjUse[u],2),tractGeom[u],7)\n",
    "        if adjUse[u] < 0.98:\n",
    "            COLOR = [1.0, adjUse[u] , 1.0 ]\n",
    "            if adjUse[u] < 0.7:\n",
    "                plotCenter(round(adjUse[u],2),tractGeom[u],7)\n",
    "        if COLOR != \"white\":\n",
    "            fillPlotColor(tractGeom[u],COLOR)\n",
    "        if adjUse[u] < 0.98:\n",
    "            plotCenter(\".\",tractCP[u])\n",
    "    plotPoly(countyGeom[c])\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "d31eb6ac-1d43-40e8-8852-d9b4433cf4ef",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "curr unit use Avg and SD are 0.99625 0.05271\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "currAvg, currSD = getWeightedAvgAndSD(adjUse, tractPop)\n",
    "print(\"curr unit use Avg and SD are\",r5(currAvg), r5(currSD) )\n",
    "adjCountyUse = [np.sum([adjUse[u] * tractPop[u]/countyPop[cc] for u in countyTractList[cc]]) for cc in range(nCounties)]\n",
    "for cc in range(nCounties):\n",
    "    plotPoly(countyGeom[cc])\n",
    "    plotCenter(r3(adjCountyUse[cc]),countyGeom[cc],8)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "id": "c8f29f03-f83e-4040-8eed-288cfade0190",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now moving on to city 3 in county 76\n",
      "Repeat Toledo approach for adding full city in this block for inList.  Shed out partial in next block\n",
      "prior to city in-out, county 76 has unit avg use, SD of use of 0.9905 0.05144\n",
      "working on attempted city-filling 0 out of 140 0.002 sec elapsed\n",
      "working on attempted city-filling 20 out of 140 22.877 sec elapsed\n",
      "working on attempted city-filling 40 out of 140 60.225 sec elapsed\n",
      "working on attempted city-filling 60 out of 140 102.813 sec elapsed\n",
      "working on attempted city-filling 80 out of 140 158.935 sec elapsed\n",
      "working on attempted city-filling 100 out of 140 223.919 sec elapsed\n",
      "working on attempted city-filling 120 out of 140 296.097 sec elapsed\n",
      "all done with city 3 filling attempts. nSuccess, nFail were 369 1\n",
      "76 has adjusted unit avg use, SD of use of 0.99329 0.07878\n"
     ]
    }
   ],
   "source": [
    "#after above, move on to Akron, then Dayton.  Come back later to patch up county 31\n",
    "i = 3\n",
    "bigVset = set(bigUvtdList[i])\n",
    "c = countyNo[bigUvtdList[i][0]]\n",
    "print(\"Now moving on to city\",i,\"in county\",c)\n",
    "print(\"Repeat Toledo approach for adding full city in this block for inList.  Shed out partial in next block\")\n",
    "\n",
    "nSwapSuccess, nSwapFail,inFailList = 0,0, list()  #had forgotten to include this when actually run\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out, county\",c,\"has unit avg use, SD of use of\",r5(cAvg), r5(cSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(inList[i]):\n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(inList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).union(bigVset) )\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop > aDP + toler and canShed:\n",
    "        bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canShed = False\n",
    "        else:  \n",
    "            availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canShed and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).difference({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        shedV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canShed = False\n",
    "            else:\n",
    "                tryList.remove(shedV)\n",
    "                tryPop -= tractPop[shedV]\n",
    "\n",
    "    if canShed == False :  #new for Toledo -- if we get stuck, allow extra-county shedding to avoid enclaving. Unlikely for Akron or Dayton\n",
    "        print(t,\"triggered a county\",c,\" enclave.  tryPop is now\", tryPop/aDP)\n",
    "        fullCset, partialCset, canShed2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop > aDP + toler and canShed2: #... then shed counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #shed from existing nonLucas partial.  Should be only one, but ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.max(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].intersection(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become a shedder\n",
    "                availCs, availCset = list(), fullCset\n",
    "                for cc in availCset:\n",
    "                    if isContiguous(  list( {c}.union(fullCset.difference({cc})) ), neighborCountyList  )[0]:\n",
    "                        complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)).difference({cc})) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                            complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)) ) )\n",
    "                            if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                                availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canShed2 = False  #unexpectedly, we don't have any sheddable counties\n",
    "                    print(t,\"doesn't have any sheddable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.max(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = countyPop[pC]\n",
    "\n",
    "            if tryPop - availPop > aDP - toler:  #shed this entire county (may have been a partial) and re-loop if still > tgt\n",
    "                tryList = list( set(tryList).difference(set(availTracts) ) )\n",
    "                tryPop -= availPop\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop, availTracts = aDP - (tryPop - availPop), countyTractList[pC] #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList = list( set(tryList).difference(countyTractSet[pC]) ) + addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        inFailList.append(t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "id": "b9d89ff4-e7d0-41ae-8975-3c8c93ba1b2d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "oops, forgot to reset nSuccess and nFail prior to above loop\n"
     ]
    }
   ],
   "source": [
    "print(\"oops, forgot to reset nSuccess and nFail prior to above loop\")\n",
    "for t in inFailList:\n",
    "    plotPoly(tractGeom[t])\n",
    "    plotPoly(countyGeom[countyNo[t]])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "89bea45f-a0aa-4c17-9a62-54ba4b74160f",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, process the Akron outlist \n",
      "prior to city in-out and after city-in, county 76 had unit avg use, SD of use of 0.9905 0.05144 0.99329 0.07878\n",
      "working on attempted city-filling 0 out of 140 0.002 sec elapsed\n",
      "working on attempted city-filling 20 out of 140 44.115 sec elapsed\n",
      "working on attempted city-filling 40 out of 140 102.924 sec elapsed\n",
      "working on attempted city-filling 60 out of 140 158.815 sec elapsed\n",
      "working on attempted city-filling 80 out of 140 210.793 sec elapsed\n",
      "working on attempted city-filling 100 out of 140 254.945 sec elapsed\n",
      "working on attempted city-filling 120 out of 140 283.071 sec elapsed\n",
      "all done with city 3 filling attempts. nSuccess, nFail were 140 0\n",
      "76 has adjusted unit avg use, SD of use of 0.99327 0.02303\n"
     ]
    }
   ],
   "source": [
    "print(\"Now, process the Akron outlist \")\n",
    "nSwapSuccess, nSwapFail,outFailList = 0,0, list()\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out and after city-in, county\",c,\"had unit avg use, SD of use of\",r5(cAvg), r5(cSD), r5(cAdjAvg), r5(cAdjSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(outList[i]): \n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(outList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)  #dropping Toledo may have left an isolated Lucas fragment\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop < aDP - toler and canAdd:  #fill in county as much as we can\n",
    "        adjoinSet = set( getAdjoiners(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(adjoinSet.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:  \n",
    "            availScore = [ adjUse[v] + 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canAdd and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).union({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        addV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canAdd = False\n",
    "            else:\n",
    "                tryList.append(addV)\n",
    "                tryPop += tractPop[addV]\n",
    "\n",
    "    if canAdd == False :  #new for Toledo -- if we get stuck, allow adding from non-Lucas vtd's to avoid discontigging.  Unlikely for Akron & Dayton.  \n",
    "        print(\"Got stuck trying to add nonbigcity units in county\",c,\"for HD\",t,\". Will pull from nearby counties\")\n",
    "        fullCset, partialCset, canAdd2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop < aDP - toler and canAdd2: #... then add counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #Add from existing nonLucas partial.  Should be only one, but to be sure ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.min(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].difference(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become an adder.  Must lead to contig complement w/ and w/out big county\n",
    "                availCs, availCset = list(), set( getAdjoiners(list(fullCset),neighborCountyList) ).difference({c})\n",
    "                for cc in availCset:\n",
    "                    complementCs = list(allCset.difference(  (fullCset.union({c}).union(partialCset)).union({cc})  ) )\n",
    "                    if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                        complementCs = list( set(complementCs).union({c}) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                            availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canAdd2 = False  #unexpectedly, we don't have any addable counties\n",
    "                    print(t,\"doesn't have any addable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.min(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "                    \n",
    "            if tryPop + availPop < aDP + toler:  #add this entire county (may have been a partial) and re-loop if still < tgt\n",
    "                tryList = list( set(tryList).union(set(availTracts) ) )\n",
    "                tryPop += availPop\n",
    "                fullCset = fullCset.union({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop = aDP - tryPop #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList += addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))  #in case we picked up a surrounded vtd, but not its surrounder\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        outFailList.append(t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "6ca90536-9e27-4e40-8351-68bb92c0820e",
   "metadata": {},
   "outputs": [],
   "source": [
    "backupList, backupUse = [adjList[t].copy() for t in range(nHDs)], adjUse.copy()  #safek"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "f3f51a4a-7ef2-4b35-b282-ebf92e839f95",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now move on Dayton, final city\n",
      "Now moving on to city 4 in county 56\n",
      "Repeat Toledo approach for adding full city in this block for inList.  Shed out partial in next block\n",
      "prior to city in-out, county 56 has unit avg use, SD of use of 1.01925 0.07142\n",
      "working on attempted city-filling 0 out of 168 0.002 sec elapsed\n",
      "working on attempted city-filling 20 out of 168 2.173 sec elapsed\n",
      "working on attempted city-filling 40 out of 168 9.411 sec elapsed\n",
      "working on attempted city-filling 60 out of 168 35.401 sec elapsed\n",
      "working on attempted city-filling 80 out of 168 86.287 sec elapsed\n",
      "working on attempted city-filling 100 out of 168 134.517 sec elapsed\n",
      "working on attempted city-filling 120 out of 168 198.95 sec elapsed\n",
      "working on attempted city-filling 140 out of 168 283.45 sec elapsed\n",
      "working on attempted city-filling 160 out of 168 367.86 sec elapsed\n",
      "all done with city 4 filling attempts. nSuccess, nFail were 168 0\n",
      "56 has adjusted unit avg use, SD of use of 1.02222 0.08693\n"
     ]
    }
   ],
   "source": [
    "print(\"Now move on Dayton, final city\")\n",
    "i = 4\n",
    "bigVset = set(bigUvtdList[i])\n",
    "c = countyNo[bigUvtdList[i][0]]\n",
    "print(\"Now moving on to city\",i,\"in county\",c)\n",
    "print(\"Repeat Toledo approach for adding full city in this block for inList.  Shed out partial in next block\")\n",
    "\n",
    "nSwapSuccess, nSwapFail,inFailList = 0,0, list()  #had forgotten to include this when actually run\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out, county\",c,\"has unit avg use, SD of use of\",r5(cAvg), r5(cSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(inList[i]):\n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(inList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).union(bigVset) )\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canShed = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop > aDP + toler and canShed:\n",
    "        bdryVset = set( getBdryNonEdgers(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(bdryVset.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canShed = False\n",
    "        else:  \n",
    "            availScore = [ -adjUse[v] - 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canShed and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).difference({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        shedV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canShed = False\n",
    "            else:\n",
    "                tryList.remove(shedV)\n",
    "                tryPop -= tractPop[shedV]\n",
    "\n",
    "    if canShed == False :  #new for Toledo -- if we get stuck, allow extra-county shedding to avoid enclaving. Unlikely for Akron or Dayton\n",
    "        print(t,\"triggered a county\",c,\" enclave.  tryPop is now\", tryPop/aDP)\n",
    "        fullCset, partialCset, canShed2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop > aDP + toler and canShed2: #... then shed counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #shed from existing nonLucas partial.  Should be only one, but ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.max(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].intersection(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become a shedder\n",
    "                availCs, availCset = list(), fullCset\n",
    "                for cc in availCset:\n",
    "                    if isContiguous(  list( {c}.union(fullCset.difference({cc})) ), neighborCountyList  )[0]:\n",
    "                        complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)).difference({cc})) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                            complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)) ) )\n",
    "                            if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                                availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canShed2 = False  #unexpectedly, we don't have any sheddable counties\n",
    "                    print(t,\"doesn't have any sheddable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.max(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = countyPop[pC]\n",
    "\n",
    "            if tryPop - availPop > aDP - toler:  #shed this entire county (may have been a partial) and re-loop if still > tgt\n",
    "                tryList = list( set(tryList).difference(set(availTracts) ) )\n",
    "                tryPop -= availPop\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop, availTracts = aDP - (tryPop - availPop), countyTractList[pC] #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList = list( set(tryList).difference(countyTractSet[pC]) ) + addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        inFailList.append(t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "b54504dc-90bd-46fb-b026-92711e346b07",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, process the Dayton outlist \n",
      "prior to city in-out and after city-in, county 56 had unit avg use, SD of use of 1.01925 0.07142 1.02222 0.08693\n",
      "working on attempted city-filling 0 out of 140 0.002 sec elapsed\n",
      "working on attempted city-filling 20 out of 140 44.895 sec elapsed\n",
      "working on attempted city-filling 40 out of 140 100.709 sec elapsed\n",
      "working on attempted city-filling 60 out of 140 161.258 sec elapsed\n",
      "working on attempted city-filling 80 out of 140 232.903 sec elapsed\n",
      "working on attempted city-filling 100 out of 140 265.742 sec elapsed\n",
      "working on attempted city-filling 120 out of 140 288.579 sec elapsed\n",
      "all done with city 4 filling attempts. nSuccess, nFail were 140 0\n",
      "56 has adjusted unit avg use, SD of use of 1.02221 0.0442\n"
     ]
    }
   ],
   "source": [
    "print(\"Now, process the Dayton outlist \")\n",
    "nSwapSuccess, nSwapFail,outFailList = 0,0, list()\n",
    "bigVset = set(bigUvtdList[i]) #shorthand\n",
    "cAvg, cSD = getWeightedAvgAndSD([unitUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(\"prior to city in-out and after city-in, county\",c,\"had unit avg use, SD of use of\",r5(cAvg), r5(cSD), r5(cAdjAvg), r5(cAdjSD) )\n",
    "startTime = time.time()\n",
    "for jj, t in enumerate(outList[i]): \n",
    "    if jj%20 == 0:\n",
    "        print(\"working on attempted city-filling\",jj,\"out of\",len(outList[i]),r3(time.time()-startTime),\"sec elapsed\")\n",
    "    tryList = list(set(HDunitList[t]).difference(bigVset) )\n",
    "    tryList = getContigFromStarter(t,tryList,unitNbrs)  #dropping Toledo may have left an isolated Lucas fragment\n",
    "    eLists = getEnclaveLists(tryList,unitNbrs)\n",
    "    for eL in eLists:\n",
    "        tryList += eL\n",
    "    tryPop, canAdd = np.sum([tractPop[v] for v in tryList ]), True\n",
    "    while tryPop < aDP - toler and canAdd:  #fill in county as much as we can\n",
    "        adjoinSet = set( getAdjoiners(tryList,unitNbrs) ).intersection(countyTractSet[c])  #will contain all eligible + some non-elig\n",
    "        availVs = list(adjoinSet.difference(bigVset) )  #should also exclude coreVset, but expect minimal VRA core pickup\n",
    "        if len(availVs) == 0:\n",
    "            canAdd = False\n",
    "        else:  \n",
    "            availScore = [ adjUse[v] + 1.0 * getLongDist(tractCP[t],tractCP[v],xScale)/avgL[t] for v in availVs ]\n",
    "            idx, ij, notPicked = np.argsort(availScore), 0, True  \n",
    "            while notPicked and canAdd and ij < len(idx) - 1:\n",
    "                v = availVs[idx[ij]]\n",
    "                trySet = set(tryList).union({v})\n",
    "                if isContiguous(list(trySet ),unitNbrs)[0]: \n",
    "                    if isContiguous(get2nbrs(list(trySet), unitNbrs ), unitNbrs)[0]:\n",
    "                        addV = v\n",
    "                        notPicked = False\n",
    "                ij +=1\n",
    "            if notPicked:\n",
    "                canAdd = False\n",
    "            else:\n",
    "                tryList.append(addV)\n",
    "                tryPop += tractPop[addV]\n",
    "\n",
    "    if canAdd == False :  #new for Toledo -- if we get stuck, allow adding from non-Lucas vtd's to avoid discontigging.  Unlikely for Akron & Dayton.  \n",
    "        print(\"Got stuck trying to add nonbigcity units in county\",c,\"for HD\",t,\". Will pull from nearby counties\")\n",
    "        fullCset, partialCset, canAdd2 = set(), set(), True  #first, classify all non-Lucas counties fully or partially in this HD\n",
    "        for cc in allCset.difference({c}):\n",
    "            intersectionSet = set(HDunitList[t]).intersection(countyTractSet[cc])\n",
    "            if len(intersectionSet) > 0:\n",
    "                if len(intersectionSet) == len(countyTractSet[cc]) :\n",
    "                    fullCset.add(cc)\n",
    "                else:\n",
    "                    partialCset.add(cc)\n",
    "\n",
    "        while tryPop < aDP - toler and canAdd2: #... then add counties without enclaving until pop is square\n",
    "            #print(\"t, partialCset, tryPop/aDP\",t,partialCset,r5(tryPop/aDP) )\n",
    "            if len(partialCset) > 0:  #Add from existing nonLucas partial.  Should be only one, but to be sure ...\n",
    "                availCs = list(partialCset)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.min(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].difference(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become an adder.  Must lead to contig complement w/ and w/out big county\n",
    "                availCs, availCset = list(), set( getAdjoiners(list(fullCset),neighborCountyList) ).difference({c})\n",
    "                for cc in availCset:\n",
    "                    complementCs = list(allCset.difference(  (fullCset.union({c}).union(partialCset)).union({cc})  ) )\n",
    "                    if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                        complementCs = list( set(complementCs).union({c}) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                            availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canAdd2 = False  #unexpectedly, we don't have any addable counties\n",
    "                    print(t,\"doesn't have any addable counties. Its current full,partial =\",fullCset, partialCset)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.min(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "                    \n",
    "            if tryPop + availPop < aDP + toler:  #add this entire county (may have been a partial) and re-loop if still < tgt\n",
    "                tryList = list( set(tryList).union(set(availTracts) ) )\n",
    "                tryPop += availPop\n",
    "                fullCset = fullCset.union({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop = aDP - tryPop #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList += addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))  #in case we picked up a surrounded vtd, but not its surrounder\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "                tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            adjUse[u] -= HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            adjUse[u] += HDwt[t] * nDistricts\n",
    "        adjList[t] = tryList.copy()\n",
    "        adjPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        nSwapSuccess +=1\n",
    "    else:\n",
    "        nSwapFail += 1\n",
    "        outFailList.append(t)\n",
    "print(\"all done with city\",i,\"filling attempts. nSuccess, nFail were\",nSwapSuccess, nSwapFail)\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "9b3ea1e4-61a7-404e-8581-f760906e7ace",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lets save here.  We can then patch on county 31 if needed\n"
     ]
    }
   ],
   "source": [
    "print(\"Lets save here.  We can then patch on county 31 if needed\")\n",
    "HDweight = HDwt.copy()\n",
    "hdCPx, hdCPy = [tractCP[h].x for h in range(nHDs)], [tractCP[h].y for h in range(nHDs)]\n",
    "adjPop = [0. for t in range(nHDs)]  # Do not overwrite HDunitList, HDunitPop from county snapping\n",
    "tList = [t for t in range(nHDs)]\n",
    "for t in popHDlist:\n",
    "    for u in adjList[t]:  #HDunitList[t]:\n",
    "        adjPop[t] += tractPop[u]  #HDvPop = ...\n",
    "outDF = pd.DataFrame( {\"tract\":tList,\"HDweight\":HDweight,\"HDvPop\":adjPop,\"HDunitList\":adjList,\n",
    "                      \"centroid x\":hdCPx, \"centroid y\":hdCPy} )\n",
    "outname = STATE+str(int(nHDs))+\"county5citySnap15.csv\" \n",
    "outpath = \"2024state_HD_output/\"+outname\n",
    "outDF.to_csv(outpath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "9e81f8da-c021-441b-9b15-36799deb5a63",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking fraction of use of city 0 across all HDs\n",
      "checking fraction of use of city 1 across all HDs\n",
      "checking fraction of use of city 2 across all HDs\n",
      "checking fraction of use of city 3 across all HDs\n",
      "checking fraction of use of city 4 across all HDs\n"
     ]
    },
    {
     "data": {
      "image/png": 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zZMgQZWRkmAHm9ddfV2RkpG677bbT7vPZZ5/V4cOH9Yc//KFe5lSDn5AAAGiidu7cqYqKCg0YMKDWY4wZM0Zr1qzRDz/8IEnKzMzUiBEjZLPZTqldtmyZZsyYoeXLlyskJKTW+zwfnIEBAKCJCgoKuuAxevXqpWuvvVZZWVkaOHCgCgoKlJ2dfUrdm2++qdGjR+vtt99WbGzsBe/3XDgDAwBAE3XllVcqKChI69atO2et3W6XJFVVVZ2ybvTo0crMzFRGRoZiY2MVERHhtf6NN97QAw88oDfeeEPx8fF10/w5EGAAAGiiAgMDNXnyZE2aNElZWVn65ptvtHnzZr3yyiun1Hbq1Ek2m00rV67UwYMHdfjwYXPdkCFD9P3332vJkiUaOXKk13bLli3T8OHD9dxzz6lPnz4qKipSUVGRysvL63VuBBgAAJqwadOm6S9/+YtSU1MVHR2t++67TyUlJafUdejQQTNmzNCUKVMUGhqq8ePHm+tcLpcSEhLUsmVLDRo0yGu7l156ScePH1dSUpLat29vfv785z/X67xshmEY9bqHRuLxeORyuVReXi6n01mnYy8ct/6cNUmL+9fpPgEAjefo0aMqLCxUVFSUAgMDG7udRjFgwAD16NFD8+fPv+CxznY8z/f7m4t4AQDAGZWWlionJ0c5OTlatGhRY7djIsAAAIAz6tWrl0pLSzVnzhx17dq1sdsxEWAAAMAZnfzAu4sJF/ECAADLIcAAAADL8SnAXH755bLZbKd8kpKSJJ24qjgpKUlt27ZVy5YtlZCQoOLiYq8x9u3bp/j4eDVv3lwhISF69NFHdfz4ca+anJwcXX/99XI4HOrSpYsyMzMvbJYAAKBJ8SnAfP755zpw4ID5Wbt2rSSZL3hKTk7WBx98oLffflsbNmzQ/v37dffdd5vbV1VVKT4+XpWVldq0aZNee+01ZWZmKjU11awpLCxUfHy8YmJilJ+frwkTJmj06NFavXp1XcwXAAA0AT5dxHvZZZd5/T179mx17txZt956q8rLy/XKK69o2bJl6t//xDNQMjIyFB0drc2bN6tv375as2aNduzYoY8//lihoaG67rrr9MQTT2jy5MmaPn267Ha7Fi9erKioKD333HOSpOjoaH366aeaO3eu4uLi6mjaAADAymp9DUxlZaVef/11jRw5UjabTXl5eTp27JjXC5y6deumyMhI5ebmSpJyc3PVs2dPhYaGmjVxcXHyeDwqKCgwa375Eqi4uDhzjDOpqKiQx+Px+gAAgKap1gHm/fffV1lZmUaMGCFJKioqkt1uV3BwsFddaGioioqKzJqTw0vN+pp1Z6vxeDz6+eefz9jPrFmz5HK5zM8vXzQFAAD+z969e2Wz2ZSfn9/YrdRKrZ8D88orr+j2229XeHh4XfZTaykpKZo4caL5t8fjIcQAAOrVzm7RDbq/6F0762ysiIgIHThwQO3atZN04gaamJgYlZaWnnIy4mw+/fRTTZ48Wbt27dJPP/2kTp066cEHH1RycnKd9Xo6tQow3377rT7++GO9++675rKwsDBVVlaqrKzMa+LFxcUKCwsza7Zu3eo1Vs1dSifX/PLOpeLiYjmdTgUFBZ2xJ4fDIYfDUZvpAABwyfH39ze/ey9EixYtNH78eF1zzTVq0aKFPv30Uz344INq0aKFxo4dWwednl6tfkLKyMhQSEiI4uPjzWW9e/dWs2bNtG7dOnPZ7t27tW/fPrndbkmS2+3W9u3bvd6CuXbtWjmdTnXv3t2sOXmMmpqaMQAAwPmrrq5WWlqaunTpIofDocjISD311FNePyHt3btXMTExkqTWrVvLZrNpxIgRysrKUtu2bVVRUeE15qBBgzRs2DBJJ141cP/996tHjx66/PLL9cc//lFxcXH65JNP6nVePgeY6upqZWRkKDExUQEB/3cCx+VyadSoUZo4caL+/ve/Ky8vTw888IDcbrf69u0rSRo4cKC6d++uYcOG6Z///KdWr16tqVOnKikpyTx7Mm7cOO3Zs0eTJk3Srl27tGjRIi1fvrzeT0UBANAUpaSkaPbs2Zo2bZp27NihZcuWnXKtaUREhN555x1JJ04+HDhwQOnp6br33ntVVVWlFStWmLUlJSXKzs7WyJEjT7u/bdu2adOmTbr11lvrb1KqxU9IH3/8sfbt23faxufOnSs/Pz8lJCSooqJCcXFxXm+u9Pf318qVK/XQQw/J7XarRYsWSkxM1MyZM82aqKgoZWdnKzk5Wenp6erYsaNefvllbqEGAMBHhw4dUnp6uhYsWKDExERJUufOndWvXz+vdxz5+/urTZs2kqSQkBCvS0GGDBmijIwM85lvr7/+uiIjI3Xbbbd57atjx446ePCgjh8/runTp2v06NH1OjefA8zAgQNlGMZp1wUGBmrhwoVauHDhGbfv1KmTPvzww7Pu47bbbtO2bdt8bQ0AAJxk586dqqio0IABA2o9xpgxY3TjjTfqhx9+UIcOHZSZmakRI0bIZrN51X3yySc6fPiwNm/erClTpqhLly66//77L3QKZ8TbqAEAaKLOdvPL+erVq5euvfZaZWVlaeDAgSooKFB2dvYpdVFRUZKknj17qri4WNOnT6/XAMPLHAEAaKKuvPJKBQUFnXJzzOnY7XZJJ17780ujR49WZmamMjIyFBsbe87HlFRXV59y4W9d4wwMAABNVGBgoCZPnqxJkybJbrfrpptu0sGDB1VQUHDKz0qdOnWSzWbTypUrdccddygoKEgtW7aUdOI6mL/+9a9asmSJsrKyvLZbuHChIiMj1a1bN0nSxo0b9eyzz+qRRx6p17kRYAAAaMKmTZumgIAApaamav/+/Wrfvr3GjRt3Sl2HDh00Y8YMTZkyRQ888ICGDx+uzMxMSSfuNE5ISFB2drYGDRrktV11dbVSUlJUWFiogIAAde7cWXPmzNGDDz5Yr/OyGWe6ItfiPB6PXC6XysvL5XQ663TshePWn7MmaXH/Ot0nAKDxHD16VIWFhYqKilJgYGBjt9MoBgwYoB49emj+/PkXPNbZjuf5fn9zBgYAAJxRaWmpcnJylJOT4/VolMZGgAEAAGfUq1cvlZaWas6cOeratWtjt2MiwAAAgDM6+YF3FxNuowYAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEA4BK0d+9e2Ww25efnN3YrtcJzYAAAqKXzebVMXarL19RERETowIEDateunSQpJydHMTExKi0tVXBwcK3G/Oyzz3Trrbfq6quvrvdgxBkYAAAuQf7+/goLC1NAQN2cyygrK9Pw4cNPect1fSHAAADQhFVXVystLU1dunSRw+FQZGSknnrqKa+fkPbu3auYmBhJUuvWrWWz2TRixAhlZWWpbdu2qqio8Bpz0KBBGjZsmNeycePGaciQIXK73Q0yLwIMAABNWEpKimbPnq1p06Zpx44dWrZsmUJDQ71qIiIi9M4770iSdu/erQMHDig9PV333nuvqqqqtGLFCrO2pKRE2dnZGjlypLksIyNDe/bs0eOPP94wkxLXwAAA0GQdOnRI6enpWrBggRITEyVJnTt3Vr9+/bzeceTv7682bdpIkkJCQryugRkyZIgyMjJ07733SpJef/11RUZG6rbbbpMkffXVV5oyZYo++eSTOvs56nxwBgYAgCZq586dqqiouKDrUsaMGaM1a9bohx9+kCRlZmZqxIgRstlsqqqq0pAhQzRjxgxdddVVddX2eeEMDAAATVRQUNAFj9GrVy9de+21ysrK0sCBA1VQUKDs7GxJJ87wfPHFF9q2bZvGjx8v6cQ1N4ZhKCAgQGvWrFH//nV359TJCDAAADRRV155pYKCgrRu3TqNHj36rLV2u12SVFVVdcq60aNHa968efrhhx8UGxuriIgISZLT6dT27du9ahctWqT169frb3/7m6KioupoJqciwAAA0EQFBgZq8uTJmjRpkux2u2666SYdPHhQBQUFp/ys1KlTJ9lsNq1cuVJ33HGHgoKC1LJlS0knroP561//qiVLligrK8vcxs/PT1dffbXXOCEhIQoMDDxleV3jGhgAAJqwadOm6S9/+YtSU1MVHR2t++67TyUlJafUdejQQTNmzNCUKVMUGhpq/iQkSS6XSwkJCWrZsqUGDRrUgN2fmc0wDKOxm6gPHo9HLpdL5eXlcjqddTr2+Tx5sS6flggAaFxHjx5VYWGhoqKiFBgY2NjtNIoBAwaoR48emj9//gWPdbbjeb7f3/yEBAAAzqi0tFQ5OTnKycnRokWLGrsdEwEGAACcUa9evVRaWqo5c+aoa9eujd2OiQADAADO6OQH3l1MuIgXAABYDgEGAABYjs8B5ocfftAf//hHtW3bVkFBQerZs6e++OILc71hGEpNTVX79u0VFBSk2NhYffXVV15j/Pjjjxo6dKicTqeCg4M1atQoHT582KvmX//6l26++WYFBgYqIiJCaWlptZwiAAB1o4neuNvg6uI4+hRgSktLddNNN6lZs2b66KOPtGPHDj333HNq3bq1WZOWlqb58+dr8eLF2rJli1q0aKG4uDgdPXrUrBk6dKgKCgq0du1arVy5Uhs3btTYsWPN9R6PRwMHDlSnTp2Ul5enZ555RtOnT9dLL710wRMGAMBXzZo1kyT99NNPjdxJ01BzHGuOa234dBHvnDlzFBERoYyMDHPZyY8JNgxD8+bN09SpU3XXXXdJkrKyshQaGqr3339fgwcP1s6dO7Vq1Sp9/vnnuuGGGyRJL7zwgu644w49++yzCg8P19KlS1VZWalXX31VdrtdPXr0UH5+vp5//nmvoAMAQEPw9/dXcHCw+QC45s2by2azNXJX1mMYhn766SeVlJQoODhY/v7+tR7LpwCzYsUKxcXF6d5779WGDRvUoUMHPfzwwxozZowkqbCwUEVFRYqNjTW3cblc6tOnj3JzczV48GDl5uYqODjYDC+SFBsbKz8/P23ZskW///3vlZubq1tuucV8L4MkxcXFac6cOSotLfU641OjoqJCFRUV5t8ej8eXqQEAcFZhYWGSdNqn2MI3wcHB5vGsLZ8CzJ49e/Tiiy9q4sSJ+u///m99/vnneuSRR2S325WYmKiioiJJUmhoqNd2oaGh5rqioiKFhIR4NxEQoDZt2njV/PIFUDVjFhUVnTbAzJo1SzNmzPBlOgAAnDebzab27dsrJCREx44da+x2LKtZs2YXdOalhk8Bprq6WjfccIOefvppSScebvPll19q8eLFSkxMvOBmLkRKSoomTpxo/u3xeMy3ZQIAUFf8/f3r5AsYF8ani3jbt2+v7t27ey2Ljo7Wvn37JP3f6bXi4mKvmuLiYnNdWFjYKaffjh8/rh9//NGr5nRjnLyPX3I4HHI6nV4fAADQNPkUYG666Sbt3r3ba9m///1vderUSdKJC3rDwsK0bt06c73H49GWLVvkdrslSW63W2VlZcrLyzNr1q9fr+rqavXp08es2bhxo9cpurVr16pr166n/fkIAABcWnwKMMnJydq8ebOefvppff3111q2bJleeuklJSUlSTrx++CECRP05JNPasWKFdq+fbuGDx+u8PBw8/Xb0dHR+u1vf6sxY8Zo69at+uyzzzR+/HgNHjxY4eHhkqQhQ4bIbrdr1KhRKigo0FtvvaX09HSvn4gAAMCly6drYG688Ua99957SklJ0cyZMxUVFaV58+Zp6NChZs2kSZN05MgRjR07VmVlZerXr59WrVrl9brspUuXavz48RowYID8/PyUkJDg9Xpul8ulNWvWKCkpSb1791a7du2UmprKLdQAAECSZDOa6GMFPR6PXC6XysvL6/x6mIXj1p+zJmlx/zrdJwAAl4Lz/f7mXUgAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByCDAAAMByfAow06dPl81m8/p069bNXH/06FElJSWpbdu2atmypRISElRcXOw1xr59+xQfH6/mzZsrJCREjz76qI4fP+5Vk5OTo+uvv14Oh0NdunRRZmZm7WcIAACaHJ/PwPTo0UMHDhwwP59++qm5Ljk5WR988IHefvttbdiwQfv379fdd99trq+qqlJ8fLwqKyu1adMmvfbaa8rMzFRqaqpZU1hYqPj4eMXExCg/P18TJkzQ6NGjtXr16gucKgAAaCoCfN4gIEBhYWGnLC8vL9crr7yiZcuWqX///pKkjIwMRUdHa/Pmzerbt6/WrFmjHTt26OOPP1ZoaKiuu+46PfHEE5o8ebKmT58uu92uxYsXKyoqSs8995wkKTo6Wp9++qnmzp2ruLi4C5wuAABoCnw+A/PVV18pPDxcV1xxhYYOHap9+/ZJkvLy8nTs2DHFxsaatd26dVNkZKRyc3MlSbm5uerZs6dCQ0PNmri4OHk8HhUUFJg1J49RU1MzxplUVFTI4/F4fQAAQNPkU4Dp06ePMjMztWrVKr344osqLCzUzTffrEOHDqmoqEh2u13BwcFe24SGhqqoqEiSVFRU5BVeatbXrDtbjcfj0c8//3zG3mbNmiWXy2V+IiIifJkaAACwEJ9+Qrr99tvN/3zNNdeoT58+6tSpk5YvX66goKA6b84XKSkpmjhxovm3x+MhxAAA0ERd0G3UwcHBuuqqq/T1118rLCxMlZWVKisr86opLi42r5kJCws75a6kmr/PVeN0Os8akhwOh5xOp9cHAAA0TRcUYA4fPqxvvvlG7du3V+/evdWsWTOtW7fOXL97927t27dPbrdbkuR2u7V9+3aVlJSYNWvXrpXT6VT37t3NmpPHqKmpGQMAAMCnAPPXv/5VGzZs0N69e7Vp0yb9/ve/l7+/v+6//365XC6NGjVKEydO1N///nfl5eXpgQcekNvtVt++fSVJAwcOVPfu3TVs2DD985//1OrVqzV16lQlJSXJ4XBIksaNG6c9e/Zo0qRJ2rVrlxYtWqTly5crOTm57mcPAAAsyadrYL7//nvdf//9+n//7//psssuU79+/bR582ZddtllkqS5c+fKz89PCQkJqqioUFxcnBYtWmRu7+/vr5UrV+qhhx6S2+1WixYtlJiYqJkzZ5o1UVFRys7OVnJystLT09WxY0e9/PLL3EINAABMNsMwjMZuoj54PB65XC6Vl5fX+fUwC8etP2dN0uL+dbpPAAAuBef7/c27kAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOUQYAAAgOVcUICZPXu2bDabJkyYYC47evSokpKS1LZtW7Vs2VIJCQkqLi722m7fvn2Kj49X8+bNFRISokcffVTHjx/3qsnJydH1118vh8OhLl26KDMz80JaBQAATUitA8znn3+u//mf/9E111zjtTw5OVkffPCB3n77bW3YsEH79+/X3Xffba6vqqpSfHy8KisrtWnTJr322mvKzMxUamqqWVNYWKj4+HjFxMQoPz9fEyZM0OjRo7V69eratgsAAJqQWgWYw4cPa+jQoVqyZIlat25tLi8vL9crr7yi559/Xv3791fv3r2VkZGhTZs2afPmzZKkNWvWaMeOHXr99dd13XXX6fbbb9cTTzyhhQsXqrKyUpK0ePFiRUVF6bnnnlN0dLTGjx+ve+65R3Pnzq2DKQMAAKurVYBJSkpSfHy8YmNjvZbn5eXp2LFjXsu7deumyMhI5ebmSpJyc3PVs2dPhYaGmjVxcXHyeDwqKCgwa345dlxcnDnG6VRUVMjj8Xh9AABA0xTg6wZvvvmm/vGPf+jzzz8/ZV1RUZHsdruCg4O9loeGhqqoqMisOTm81KyvWXe2Go/Ho59//llBQUGn7HvWrFmaMWOGr9MBAAAW5NMZmO+++05//vOftXTpUgUGBtZXT7WSkpKi8vJy8/Pdd981dksAAKCe+BRg8vLyVFJSouuvv14BAQEKCAjQhg0bNH/+fAUEBCg0NFSVlZUqKyvz2q64uFhhYWGSpLCwsFPuSqr5+1w1TqfztGdfJMnhcMjpdHp9AABA0+RTgBkwYIC2b9+u/Px883PDDTdo6NCh5n9u1qyZ1q1bZ26ze/du7du3T263W5Lkdru1fft2lZSUmDVr166V0+lU9+7dzZqTx6ipqRkDAABc2ny6BqZVq1a6+uqrvZa1aNFCbdu2NZePGjVKEydOVJs2beR0OvWnP/1Jbrdbffv2lSQNHDhQ3bt317Bhw5SWlqaioiJNnTpVSUlJcjgckqRx48ZpwYIFmjRpkkaOHKn169dr+fLlys7Oros5AwAAi/P5It5zmTt3rvz8/JSQkKCKigrFxcVp0aJF5np/f3+tXLlSDz30kNxut1q0aKHExETNnDnTrImKilJ2draSk5OVnp6ujh076uWXX1ZcXFxdtwsAACzIZhiG0dhN1AePxyOXy6Xy8vI6vx5m4bj156xJWty/TvcJAMCl4Hy/v3kXEgAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsBwCDAAAsByfAsyLL76oa665Rk6nU06nU263Wx999JG5/ujRo0pKSlLbtm3VsmVLJSQkqLi42GuMffv2KT4+Xs2bN1dISIgeffRRHT9+3KsmJydH119/vRwOh7p06aLMzMzazxAAADQ5PgWYjh07avbs2crLy9MXX3yh/v3766677lJBQYEkKTk5WR988IHefvttbdiwQfv379fdd99tbl9VVaX4+HhVVlZq06ZNeu2115SZmanU1FSzprCwUPHx8YqJiVF+fr4mTJig0aNHa/Xq1XU0ZQAAYHU2wzCMCxmgTZs2euaZZ3TPPffosssu07Jly3TPPfdIknbt2qXo6Gjl5uaqb9+++uijj/S73/1O+/fvV2hoqCRp8eLFmjx5sg4ePCi73a7JkycrOztbX375pbmPwYMHq6ysTKtWrTrvvjwej1wul8rLy+V0Oi9kiqdYOG79OWuSFvev030CAHApON/v71pfA1NVVaU333xTR44ckdvtVl5eno4dO6bY2Fizplu3boqMjFRubq4kKTc3Vz179jTDiyTFxcXJ4/GYZ3Fyc3O9xqipqRnjTCoqKuTxeLw+AACgafI5wGzfvl0tW7aUw+HQuHHj9N5776l79+4qKiqS3W5XcHCwV31oaKiKiookSUVFRV7hpWZ9zbqz1Xg8Hv38889n7GvWrFlyuVzmJyIiwtepAQAAi/A5wHTt2lX5+fnasmWLHnroISUmJmrHjh310ZtPUlJSVF5ebn6+++67xm4JAADUkwBfN7Db7erSpYskqXfv3vr888+Vnp6u++67T5WVlSorK/M6C1NcXKywsDBJUlhYmLZu3eo1Xs1dSifX/PLOpeLiYjmdTgUFBZ2xL4fDIYfD4et0AACABV3wc2Cqq6tVUVGh3r17q1mzZlq3bp25bvfu3dq3b5/cbrckye12a/v27SopKTFr1q5dK6fTqe7du5s1J49RU1MzBgAAgE9nYFJSUnT77bcrMjJShw4d0rJly5STk6PVq1fL5XJp1KhRmjhxotq0aSOn06k//elPcrvd6tu3ryRp4MCB6t69u4YNG6a0tDQVFRVp6tSpSkpKMs+ejBs3TgsWLNCkSZM0cuRIrV+/XsuXL1d2dnbdzx4AAFiSTwGmpKREw4cP14EDB+RyuXTNNddo9erV+s1vfiNJmjt3rvz8/JSQkKCKigrFxcVp0aJF5vb+/v5auXKlHnroIbndbrVo0UKJiYmaOXOmWRMVFaXs7GwlJycrPT1dHTt21Msvv6y4uLg6mjIAALC6C34OzMWK58AAAGA99f4cGAAAgMZCgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJbjU4CZNWuWbrzxRrVq1UohISEaNGiQdu/e7VVz9OhRJSUlqW3btmrZsqUSEhJUXFzsVbNv3z7Fx8erefPmCgkJ0aOPPqrjx4971eTk5Oj666+Xw+FQly5dlJmZWbsZAgCAJsenALNhwwYlJSVp8+bNWrt2rY4dO6aBAwfqyJEjZk1ycrI++OADvf3229qwYYP279+vu+++21xfVVWl+Ph4VVZWatOmTXrttdeUmZmp1NRUs6awsFDx8fGKiYlRfn6+JkyYoNGjR2v16tV1MGUAAGB1NsMwjNpufPDgQYWEhGjDhg265ZZbVF5erssuu0zLli3TPffcI0natWuXoqOjlZubq759++qjjz7S7373O+3fv1+hoaGSpMWLF2vy5Mk6ePCg7Ha7Jk+erOzsbH355ZfmvgYPHqyysjKtWrXqvHrzeDxyuVwqLy+X0+ms7RRPa+G49eesSVrcv073CQDApeB8v78v6BqY8vJySVKbNm0kSXl5eTp27JhiY2PNmm7duikyMlK5ubmSpNzcXPXs2dMML5IUFxcnj8ejgoICs+bkMWpqasY4nYqKCnk8Hq8PAABommodYKqrqzVhwgTddNNNuvrqqyVJRUVFstvtCg4O9qoNDQ1VUVGRWXNyeKlZX7PubDUej0c///zzafuZNWuWXC6X+YmIiKjt1AAAwEWu1gEmKSlJX375pd5888267KfWUlJSVF5ebn6+++67xm4JAADUk4DabDR+/HitXLlSGzduVMeOHc3lYWFhqqysVFlZmddZmOLiYoWFhZk1W7du9Rqv5i6lk2t+eedScXGxnE6ngoKCTtuTw+GQw+GozXQAAIDF+HQGxjAMjR8/Xu+9957Wr1+vqKgor/W9e/dWs2bNtG7dOnPZ7t27tW/fPrndbkmS2+3W9u3bVVJSYtasXbtWTqdT3bt3N2tOHqOmpmYMAABwafPpDExSUpKWLVum//3f/1WrVq3Ma1ZcLpeCgoLkcrk0atQoTZw4UW3atJHT6dSf/vQnud1u9e3bV5I0cOBAde/eXcOGDVNaWpqKioo0depUJSUlmWdQxo0bpwULFmjSpEkaOXKk1q9fr+XLlys7O7uOpw8AAKzIpzMwL774osrLy3Xbbbepffv25uett94ya+bOnavf/e53SkhI0C233KKwsDC9++675np/f3+tXLlS/v7+crvd+uMf/6jhw4dr5syZZk1UVJSys7O1du1aXXvttXruuef08ssvKy4urg6mDAAArO6CngNzMeM5MAAAWE+DPAcGAACgMRBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5RBgAACA5fgcYDZu3Kg777xT4eHhstlsev/9973WG4ah1NRUtW/fXkFBQYqNjdVXX33lVfPjjz9q6NChcjqdCg4O1qhRo3T48GGvmn/961+6+eabFRgYqIiICKWlpfk+OwAA0CT5HGCOHDmia6+9VgsXLjzt+rS0NM2fP1+LFy/Wli1b1KJFC8XFxeno0aNmzdChQ1VQUKC1a9dq5cqV2rhxo8aOHWuu93g8GjhwoDp16qS8vDw988wzmj59ul566aVaTBEAADQ1Ab5ucPvtt+v2228/7TrDMDRv3jxNnTpVd911lyQpKytLoaGhev/99zV48GDt3LlTq1at0ueff64bbrhBkvTCCy/ojjvu0LPPPqvw8HAtXbpUlZWVevXVV2W329WjRw/l5+fr+eef9wo6AADg0lSn18AUFhaqqKhIsbGx5jKXy6U+ffooNzdXkpSbm6vg4GAzvEhSbGys/Pz8tGXLFrPmlltukd1uN2vi4uK0e/dulZaWnnbfFRUV8ng8Xh8AANA01WmAKSoqkiSFhoZ6LQ8NDTXXFRUVKSQkxGt9QECA2rRp41VzujFO3scvzZo1Sy6Xy/xERERc+IQAAMBFqcnchZSSkqLy8nLz89133zV2SwAAoJ7UaYAJCwuTJBUXF3stLy4uNteFhYWppKTEa/3x48f1448/etWcboyT9/FLDodDTqfT6wMAAJqmOg0wUVFRCgsL07p168xlHo9HW7ZskdvtliS53W6VlZUpLy/PrFm/fr2qq6vVp08fs2bjxo06duyYWbN27Vp17dpVrVu3rsuWAQCABfkcYA4fPqz8/Hzl5+dLOnHhbn5+vvbt2yebzaYJEyboySef1IoVK7R9+3YNHz5c4eHhGjRokCQpOjpav/3tbzVmzBht3bpVn332mcaPH6/BgwcrPDxckjRkyBDZ7XaNGjVKBQUFeuutt5Senq6JEyfW2cQBAIB1+Xwb9RdffKGYmBjz75pQkZiYqMzMTE2aNElHjhzR2LFjVVZWpn79+mnVqlUKDAw0t1m6dKnGjx+vAQMGyM/PTwkJCZo/f7653uVyac2aNUpKSlLv3r3Vrl07paamcgs1AACQJNkMwzAau4n64PF45HK5VF5eXufXwywct/6cNUmL+9fpPgEAuBSc7/d3k7kLCQAAXDoIMAAAwHIIMAAAwHIIMAAAwHIIMAAAwHIIMAAAwHIIMAAAwHIIMAAAwHIIMAAAwHJ8fpUAAABo2i6fkn3Omr2z4xugkzMjwAAAAC8fvf/Xcxc1coDhJyQAAGA5nIEBAABe1t+28Jw10Q3Qx9lwBgYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFgOAQYAAFjORR1gFi5cqMsvv1yBgYHq06ePtm7d2tgtAQCAi8BFG2DeeustTZw4UY8//rj+8Y9/6Nprr1VcXJxKSkoauzUAANDIAhq7gTN5/vnnNWbMGD3wwAOSpMWLFys7O1uvvvqqpkyZ0sjdAQBgUdNd51H0Xr23caEuygBTWVmpvLw8paSkmMv8/PwUGxur3Nzc025TUVGhiooK8+/y8nJJksfjqfP+fq48cs6ayOS3z1nz5Yy4umgHAHAxm9Xx3DUp3zfcvs7D+XzP1cf368njGoZx1rqLMsD85z//UVVVlUJDQ72Wh4aGateuXafdZtasWZoxY8YpyyMiIuqlx7rgmtfYHQAALgqzz+esSEP6r3NWPJpRvx0cOnRILteZj8tFGWBqIyUlRRMnTjT/rq6u1o8//qi2bdvKZrPV2X48Ho8iIiL03Xffyel01tm4OBXHumFwnBsGx7lhcJwbRn0eZ8MwdOjQIYWHh5+17qIMMO3atZO/v7+Ki4u9lhcXFyssLOy02zgcDjkcDq9lwcHB9dWinE4n/3I0EI51w+A4NwyOc8PgODeM+jrOZzvzUuOivAvJbrerd+/eWrdunbmsurpa69atk9vtbsTOAADAxeCiPAMjSRMnTlRiYqJuuOEG/epXv9K8efN05MgR864kAABw6bpoA8x9992ngwcPKjU1VUVFRbruuuu0atWqUy7sbWgOh0OPP/74KT9Xoe5xrBsGx7lhcJwbBse5YVwMx9lmnOs+JQAAgIvMRXkNDAAAwNkQYAAAgOUQYAAAgOUQYAAAgOUQYE5j4cKFuvzyyxUYGKg+ffpo69atZ61/++231a1bNwUGBqpnz5768MMPG6hT6/PlWC9ZskQ333yzWrdurdatWys2Nvac/93gBF//ma7x5ptvymazadCgQfXbYBPh63EuKytTUlKS2rdvL4fDoauuuor//TgPvh7nefPmqWvXrgoKClJERISSk5N19OjRBurWmjZu3Kg777xT4eHhstlsev/998+5TU5Ojq6//no5HA516dJFmZmZ9dukAS9vvvmmYbfbjVdffdUoKCgwxowZYwQHBxvFxcWnrf/ss88Mf39/Iy0tzdixY4cxdepUo1mzZsb27dsbuHPr8fVYDxkyxFi4cKGxbds2Y+fOncaIESMMl8tlfP/99w3cubX4epxrFBYWGh06dDBuvvlm46677mqYZi3M1+NcUVFh3HDDDcYdd9xhfPrpp0ZhYaGRk5Nj5OfnN3Dn1uLrcV66dKnhcDiMpUuXGoWFhcbq1auN9u3bG8nJyQ3cubV8+OGHxmOPPWa8++67hiTjvffeO2v9nj17jObNmxsTJ040duzYYbzwwguGv7+/sWrVqnrrkQDzC7/61a+MpKQk8++qqiojPDzcmDVr1mnr//CHPxjx8fFey/r06WM8+OCD9dpnU+Drsf6l48ePG61atTJee+21+mqxSajNcT5+/Ljx61//2nj55ZeNxMREAsx58PU4v/jii8YVV1xhVFZWNlSLTYKvxzkpKcno37+/17KJEycaN910U7322ZScT4CZNGmS0aNHD69l9913nxEXF1dvffET0kkqKyuVl5en2NhYc5mfn59iY2OVm5t72m1yc3O96iUpLi7ujPU4oTbH+pd++uknHTt2TG3atKmvNi2vtsd55syZCgkJ0ahRoxqiTcurzXFesWKF3G63kpKSFBoaqquvvlpPP/20qqqqGqpty6nNcf71r3+tvLw882emPXv26MMPP9Qdd9zRID1fKhrju/CifRJvY/jPf/6jqqqqU572Gxoaql27dp12m6KiotPWFxUV1VufTUFtjvUvTZ48WeHh4af8S4P/U5vj/Omnn+qVV15Rfn5+A3TYNNTmOO/Zs0fr16/X0KFD9eGHH+rrr7/Www8/rGPHjunxxx9viLYtpzbHeciQIfrPf/6jfv36yTAMHT9+XOPGjdN///d/N0TLl4wzfRd6PB79/PPPCgoKqvN9cgYGljR79my9+eabeu+99xQYGNjY7TQZhw4d0rBhw7RkyRK1a9eusdtp0qqrqxUSEqKXXnpJvXv31n333afHHntMixcvbuzWmpScnBw9/fTTWrRokf7xj3/o3XffVXZ2tp544onGbg0XiDMwJ2nXrp38/f1VXFzstby4uFhhYWGn3SYsLMynepxQm2Nd49lnn9Xs2bP18ccf65prrqnPNi3P1+P8zTffaO/evbrzzjvNZdXV1ZKkgIAA7d69W507d67fpi2oNv88t2/fXs2aNZO/v7+5LDo6WkVFRaqsrJTdbq/Xnq2oNsd52rRpGjZsmEaPHi1J6tmzp44cOaKxY8fqsccek58f/z++Lpzpu9DpdNbL2ReJMzBe7Ha7evfurXXr1pnLqqurtW7dOrnd7tNu43a7veolae3atWesxwm1OdaSlJaWpieeeEKrVq3SDTfc0BCtWpqvx7lbt27avn278vPzzc9//dd/KSYmRvn5+YqIiGjI9i2jNv8833TTTfr666/NgChJ//73v9W+fXvCyxnU5jj/9NNPp4SUmtBo8CrAOtMo34X1dnmwRb355puGw+EwMjMzjR07dhhjx441goODjaKiIsMwDGPYsGHGlClTzPrPPvvMCAgIMJ599llj586dxuOPP85t1OfJ12M9e/Zsw263G3/729+MAwcOmJ9Dhw411hQswdfj/EvchXR+fD3O+/btM1q1amWMHz/e2L17t7Fy5UojJCTEePLJJxtrCpbg63F+/PHHjVatWhlvvPGGsWfPHmPNmjVG586djT/84Q+NNQVLOHTokLFt2zZj27ZthiTj+eefN7Zt22Z8++23hmEYxpQpU4xhw4aZ9TW3UT/66KPGzp07jYULF3IbdWN44YUXjMjISMNutxu/+tWvjM2bN5vrbr31ViMxMdGrfvny5cZVV11l2O12o0ePHkZ2dnYDd2xdvhzrTp06GZJO+Tz++OMN37jF+PrP9MkIMOfP1+O8adMmo0+fPobD4TCuuOIK46mnnjKOHz/ewF1bjy/H+dixY8b06dONzp07G4GBgUZERITx8MMPG6WlpQ3fuIX8/e9/P+3/3tYc28TEROPWW289ZZvrrrvOsNvtxhVXXGFkZGTUa482w+AcGgAAsBaugQEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJZDgAEAAJbz/wGZhYyizCGIFAAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking fraction of use of city 0 across all HDs\n",
      "3791 0 0.03904\n",
      "3796 0 0.02102\n",
      "3954 0 0.03904\n",
      "3956 0 0.03604\n",
      "3963 0 0.03904\n",
      "3964 0 0.03003\n",
      "3965 0 0.04204\n",
      "3987 0 0.03303\n",
      "3988 0 0.03003\n",
      "3996 0 0.03303\n",
      "3997 0 0.02402\n",
      "3999 0 0.02102\n",
      "4035 0 0.03303\n",
      "4187 0 0.02703\n",
      "4304 0 0.03003\n",
      "4535 0 0.03604\n",
      "4536 0 0.03604\n",
      "4574 0 0.02703\n",
      "4621 0 0.03604\n",
      "4623 0 0.03604\n",
      "4624 0 0.03303\n",
      "4644 0 0.02703\n",
      "4834 0 0.03303\n",
      "4838 0 0.03303\n",
      "4987 0 0.03604\n",
      "4988 0 0.03604\n",
      "5107 0 0.02402\n",
      "5108 0 0.03303\n",
      "checking fraction of use of city 1 across all HDs\n",
      "160 1 0.66986\n",
      "161 1 0.60766\n",
      "162 1 0.67464\n",
      "163 1 0.62679\n",
      "164 1 0.35885\n",
      "167 1 0.5311\n",
      "169 1 0.4689\n",
      "177 1 0.09569\n",
      "178 1 0.05742\n",
      "179 1 0.07177\n",
      "1192 1 0.88995\n",
      "1193 1 0.94258\n",
      "1194 1 0.95215\n",
      "1195 1 0.95215\n",
      "1197 1 0.96651\n",
      "1200 1 0.96172\n",
      "1206 1 0.96172\n",
      "1211 1 0.82297\n",
      "1214 1 0.72249\n",
      "1224 1 0.72727\n",
      "1226 1 0.95215\n",
      "1227 1 0.97129\n",
      "1229 1 0.73684\n",
      "1233 1 0.96172\n",
      "1235 1 0.97608\n",
      "1242 1 0.02871\n",
      "1243 1 0.97608\n",
      "1244 1 0.75598\n",
      "1247 1 0.96651\n",
      "1250 1 0.97129\n",
      "1258 1 0.95215\n",
      "1261 1 0.97608\n",
      "1271 1 0.91866\n",
      "1273 1 0.94737\n",
      "1276 1 0.96651\n",
      "1287 1 0.96172\n",
      "1296 1 0.89474\n",
      "1299 1 0.96651\n",
      "1305 1 0.90909\n",
      "1306 1 0.88038\n",
      "1307 1 0.96172\n",
      "1311 1 0.74641\n",
      "1321 1 0.96172\n",
      "1323 1 0.95215\n",
      "1327 1 0.89474\n",
      "1329 1 0.76077\n",
      "1330 1 0.75598\n",
      "1332 1 0.96651\n",
      "1334 1 0.88995\n",
      "1335 1 0.73206\n",
      "1336 1 0.93301\n",
      "1341 1 0.96172\n",
      "1343 1 0.97608\n",
      "1346 1 0.95215\n",
      "1347 1 0.94737\n",
      "1356 1 0.76077\n",
      "1363 1 0.74163\n",
      "1366 1 0.88995\n",
      "1368 1 0.89474\n",
      "1370 1 0.97608\n",
      "1375 1 0.96172\n",
      "1376 1 0.73684\n",
      "1383 1 0.88517\n",
      "1392 1 0.95694\n",
      "1401 1 0.96651\n",
      "1405 1 0.86124\n",
      "1406 1 0.97608\n",
      "1407 1 0.02871\n",
      "1409 1 0.96651\n",
      "1417 1 0.94258\n",
      "1423 1 0.97608\n",
      "1424 1 0.95215\n",
      "1428 1 0.73684\n",
      "1433 1 0.94737\n",
      "1434 1 0.95215\n",
      "1436 1 0.96172\n",
      "1438 1 0.88995\n",
      "1442 1 0.97608\n",
      "1444 1 0.97608\n",
      "1445 1 0.97608\n",
      "1447 1 0.97608\n",
      "1452 1 0.92823\n",
      "1453 1 0.95694\n",
      "1454 1 0.88038\n",
      "1460 1 0.7799\n",
      "1461 1 0.94737\n",
      "1462 1 0.97608\n",
      "1465 1 0.96172\n",
      "1468 1 0.97608\n",
      "1474 1 0.95215\n",
      "1483 1 0.96172\n",
      "1486 1 0.95694\n",
      "1489 1 0.95215\n",
      "1494 1 0.75598\n",
      "1500 1 0.88995\n",
      "1502 1 0.94737\n",
      "1507 1 0.91388\n",
      "1508 1 0.7512\n",
      "1510 1 0.95215\n",
      "1521 1 0.96172\n",
      "1524 1 0.95215\n",
      "1534 1 0.96651\n",
      "1536 1 0.96172\n",
      "1551 1 0.95215\n",
      "1558 1 0.7512\n",
      "1559 1 0.75598\n",
      "1560 1 0.71292\n",
      "1561 1 0.9378\n",
      "1562 1 0.73206\n",
      "1563 1 0.95694\n",
      "1566 1 0.02392\n",
      "1568 1 0.84689\n",
      "1571 1 0.84689\n",
      "1572 1 0.97608\n",
      "1583 1 0.95694\n",
      "1585 1 0.96172\n",
      "1588 1 0.97608\n",
      "1589 1 0.78469\n",
      "1590 1 0.88995\n",
      "1595 1 0.97608\n",
      "1597 1 0.95694\n",
      "1612 1 0.97129\n",
      "1615 1 0.92823\n",
      "1616 1 0.96172\n",
      "1617 1 0.93301\n",
      "1620 1 0.97129\n",
      "1623 1 0.94737\n",
      "1627 1 0.97129\n",
      "1629 1 0.88517\n",
      "1630 1 0.97608\n",
      "1631 1 0.73684\n",
      "1635 1 0.96172\n",
      "1636 1 0.97129\n",
      "1637 1 0.96172\n",
      "1641 1 0.90431\n",
      "1642 1 0.89474\n",
      "1643 1 0.94737\n",
      "1644 1 0.97608\n",
      "1653 1 0.94737\n",
      "1664 1 0.88995\n",
      "1667 1 0.72249\n",
      "1669 1 0.95215\n",
      "1670 1 0.94737\n",
      "1672 1 0.9378\n",
      "1675 1 0.97608\n",
      "1677 1 0.90431\n",
      "1679 1 0.74641\n",
      "1680 1 0.96172\n",
      "1685 1 0.93301\n",
      "1687 1 0.9378\n",
      "1693 1 0.89952\n",
      "1695 1 0.96172\n",
      "1696 1 0.97608\n",
      "1698 1 0.89952\n",
      "1699 1 0.97608\n",
      "1700 1 0.94737\n",
      "1702 1 0.93301\n",
      "1729 1 0.93301\n",
      "1739 1 0.96651\n",
      "1745 1 0.7177\n",
      "1746 1 0.93301\n",
      "1749 1 0.96172\n",
      "1760 1 0.94258\n",
      "1867 1 0.96172\n",
      "5514 1 0.11962\n",
      "5516 1 0.12919\n",
      "5517 1 0.02392\n",
      "5520 1 0.37799\n",
      "5521 1 0.18182\n",
      "5522 1 0.2488\n",
      "5523 1 0.26794\n",
      "5524 1 0.10526\n",
      "5525 1 0.18182\n",
      "5526 1 0.14354\n",
      "5527 1 0.31579\n",
      "5528 1 0.72727\n",
      "5529 1 0.42584\n",
      "5530 1 0.2201\n",
      "5532 1 0.38756\n",
      "5533 1 0.37799\n",
      "5534 1 0.94737\n",
      "5535 1 0.43541\n",
      "5536 1 0.10526\n",
      "5537 1 0.7799\n",
      "5538 1 0.9378\n",
      "5539 1 0.57895\n",
      "5540 1 0.79904\n",
      "5541 1 0.56459\n",
      "5542 1 0.20574\n",
      "5543 1 0.61244\n",
      "5544 1 0.72727\n",
      "5545 1 0.67464\n",
      "5546 1 0.25837\n",
      "5547 1 0.50718\n",
      "5548 1 0.65072\n",
      "5549 1 0.88995\n",
      "5552 1 0.28708\n",
      "5555 1 0.11483\n",
      "5556 1 0.46411\n",
      "5557 1 0.3445\n",
      "5558 1 0.55502\n",
      "5560 1 0.88038\n",
      "5561 1 0.89952\n",
      "5562 1 0.92823\n",
      "5566 1 0.65072\n",
      "5573 1 0.35885\n",
      "5574 1 0.19139\n",
      "5575 1 0.25837\n",
      "5576 1 0.2488\n",
      "5577 1 0.45455\n",
      "5578 1 0.94258\n",
      "5579 1 0.689\n",
      "5580 1 0.56938\n",
      "5581 1 0.14833\n",
      "5585 1 0.10526\n",
      "5586 1 0.08134\n",
      "5588 1 0.27273\n",
      "5589 1 0.19617\n",
      "5592 1 0.14833\n",
      "5593 1 0.29187\n",
      "5594 1 0.25837\n",
      "5595 1 0.11962\n",
      "5596 1 0.30622\n",
      "5597 1 0.58373\n",
      "5599 1 0.17703\n",
      "5600 1 0.70335\n",
      "5601 1 0.90431\n",
      "5602 1 0.65072\n",
      "5603 1 0.64593\n",
      "5604 1 0.07177\n",
      "5605 1 0.15311\n",
      "5606 1 0.10526\n",
      "5607 1 0.42584\n",
      "5608 1 0.47847\n",
      "5609 1 0.76077\n",
      "5610 1 0.53589\n",
      "5611 1 0.19617\n",
      "5612 1 0.69856\n",
      "5613 1 0.77512\n",
      "5614 1 0.50718\n",
      "5615 1 0.40191\n",
      "5616 1 0.60287\n",
      "5617 1 0.50718\n",
      "5618 1 0.6555\n",
      "5619 1 0.40191\n",
      "5625 1 0.52153\n",
      "5626 1 0.48804\n",
      "5627 1 0.17703\n",
      "5673 1 0.05263\n",
      "7602 1 0.86603\n",
      "7603 1 0.86124\n",
      "checking fraction of use of city 2 across all HDs\n",
      "checking fraction of use of city 3 across all HDs\n",
      "checking fraction of use of city 4 across all HDs\n"
     ]
    }
   ],
   "source": [
    "#DISCOVERING that somehow the Cincy and Clevel adjusted lists were overwritted with the originals\n",
    "for i in range(5):\n",
    "    print(\"checking fraction of use of city\",i,\"across all HDs\")\n",
    "    fracCityUse = [len(set(adjList[t]).intersection(set(bigUvtdList[i])) ) / float(len(bigUvtdList[i])) for t in popHDlist]\n",
    "    plt.hist(fracCityUse,bins=50,label=\"city\"+str(i))\n",
    "plt.legend()\n",
    "plt.show()\n",
    "for i in range(5):\n",
    "    print(\"checking fraction of use of city\",i,\"across all HDs\")\n",
    "    for t in popHDlist:\n",
    "        fracCityUse = len(set(adjList[t]).intersection(set(bigUvtdList[i])) ) / float(len(bigUvtdList[i])) \n",
    "        if fracCityUse > 0.02 and fracCityUse < 0.98:\n",
    "            print(t,i,r5(fracCityUse))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "id": "f16af39b-9252-46d4-bdd2-572c54a41e0a",
   "metadata": {},
   "outputs": [],
   "source": [
    "infile = \"./2024state_HD_output/OH8941countyCincyCleveSnap15.csv\" #OH8941countySnapAllPatched2\"\n",
    "snapHDdf = pd.read_csv(infile)\n",
    "HDunitListString = snapHDdf[\"HDunitList\"]\n",
    "HDunitList = [ast.literal_eval(HDunitListString[h]) for h in range(nHDs)]\n",
    "HDvPop = [np.sum([tractPop[v] for v in HDunitList[t] ]) for t in range(nHDs) ]\n",
    "HDweight = snapHDdf[\"HDweight\"]\n",
    "HDwt = HDweight.copy() #nomenclature\n",
    "popHDlist = list()\n",
    "for h in range(nHDs):\n",
    "    if HDweight[h] > 0:\n",
    "        popHDlist.append(h)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "8b2d1b25-7c6f-425f-a46f-f309652e4b16",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking fraction of use of city 0 across all HDs\n",
      "checking fraction of use of city 1 across all HDs\n",
      "checking fraction of use of city 2 across all HDs\n",
      "checking fraction of use of city 3 across all HDs\n",
      "checking fraction of use of city 4 across all HDs\n"
     ]
    }
   ],
   "source": [
    "for i in range(5):\n",
    "    print(\"checking fraction of use of city\",i,\"across all HDs\")\n",
    "    for t in popHDlist:\n",
    "        fracCityUse = len(set(HDunitList[t]).intersection(set(bigUvtdList[i])) ) / float(len(bigUvtdList[i])) \n",
    "        if fracCityUse > 0.02 and fracCityUse < 0.98 and i < 2:\n",
    "            print(t,i,r5(fracCityUse))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "905c241a-03aa-4ba6-9f2e-4ebbeb539957",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Somehow, the Cincy and Clevel area HDs got overwritten with the original (any split) versions.  Find and correct\n"
     ]
    }
   ],
   "source": [
    "print(\"Somehow, the Cincy and Clevel area HDs got overwritten with the original (any split) versions.  Find and correct\")\n",
    "finalList, finalPop = [adjList[t].copy() for t in range(nHDs)], adjPop.copy()\n",
    "for t in popHDlist:\n",
    "    for i in range(2):\n",
    "        if len(set(adjList[t]).intersection(set(bigUvtdList[i])) ) > 0:\n",
    "            finalList[t] = HDunitList[t].copy()\n",
    "            finalPop[t] = HDvPop[t]\n",
    "            \n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "83d38eff-3b47-4aaa-804b-a6b0c7ae6bf5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking fraction of use of city 0 across all HDs\n",
      "checking fraction of use of city 1 across all HDs\n",
      "checking fraction of use of city 2 across all HDs\n",
      "checking fraction of use of city 3 across all HDs\n",
      "checking fraction of use of city 4 across all HDs\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking fraction of use of city 0 across all HDs\n",
      "checking fraction of use of city 1 across all HDs\n",
      "checking fraction of use of city 2 across all HDs\n",
      "3629 2 0.125\n",
      "checking fraction of use of city 3 across all HDs\n",
      "checking fraction of use of city 4 across all HDs\n"
     ]
    }
   ],
   "source": [
    "for i in range(5):\n",
    "    print(\"checking fraction of use of city\",i,\"across all HDs\")\n",
    "    fracCityUse = [len(set(finalList[t]).intersection(set(bigUvtdList[i])) ) / float(len(bigUvtdList[i])) for t in popHDlist]\n",
    "    plt.hist(fracCityUse,bins=50,label=\"city\"+str(i))\n",
    "plt.legend()\n",
    "plt.show()\n",
    "for i in range(5):\n",
    "    print(\"checking fraction of use of city\",i,\"across all HDs\")\n",
    "    for t in popHDlist:\n",
    "        fracCityUse = len(set(finalList[t]).intersection(set(bigUvtdList[i])) ) / float(len(bigUvtdList[i])) \n",
    "        if fracCityUse > 0.02 and fracCityUse < 0.98:\n",
    "            print(t,i,r5(fracCityUse))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "id": "0fa96441-6e9c-441b-a103-89810dbbb841",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8940 0.9959194701311451\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "8940 0.9952647784879428\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for u in finalList[3629]:\n",
    "    plotPoly(tractGeom[u],0.3)\n",
    "plotPoly(tractCP[3629].buffer(0.1))\n",
    "print(t,np.sum([tractPop[u] for u in finalList[3629] ])/aDP)\n",
    "plt.show()\n",
    "for u in adjList[3629]:\n",
    "    plotPoly(tractGeom[u],0.3)\n",
    "plotPoly(tractCP[3629].buffer(0.1))\n",
    "\n",
    "print(t,np.sum([tractPop[u] for u in adjList[3629] ])/aDP)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "id": "a5431d3a-bb33-42e2-973c-0f85f6779508",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "checking fraction of use of city 0 across all HDs\n",
      "checking fraction of use of city 1 across all HDs\n",
      "checking fraction of use of city 2 across all HDs\n",
      "checking fraction of use of city 3 across all HDs\n",
      "checking fraction of use of city 4 across all HDs\n"
     ]
    }
   ],
   "source": [
    "finalList[3629] = adjList[3629].copy()  #This Cleveland-intersecting HD was Toledo-intersecting as well.\n",
    "for i in range(5):\n",
    "    print(\"checking fraction of use of city\",i,\"across all HDs\")\n",
    "    for t in popHDlist:\n",
    "        fracCityUse = len(set(finalList[t]).intersection(set(bigUvtdList[i])) ) / float(len(bigUvtdList[i])) \n",
    "        if fracCityUse > 0.01 and fracCityUse < 0.99:\n",
    "            print(t,i,r5(fracCityUse))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "id": "0d2d182d-f3da-4533-bee7-a27d66378294",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lets save here.  We can then patch on county 31 if needed\n"
     ]
    }
   ],
   "source": [
    "print(\"Lets save here.  We can then patch on county 31 if needed\")\n",
    "HDweight = HDwt.copy()\n",
    "hdCPx, hdCPy = [tractCP[h].x for h in range(nHDs)], [tractCP[h].y for h in range(nHDs)]\n",
    "finalPop = [0. for t in range(nHDs)]  # Do not overwrite HDunitList, HDunitPop from county snapping\n",
    "tList = [t for t in range(nHDs)]\n",
    "for t in popHDlist:\n",
    "    for u in finalList[t]:  #HDunitList[t]:\n",
    "        finalPop[t] += tractPop[u]  #HDvPop = ...\n",
    "outDF = pd.DataFrame( {\"tract\":tList,\"HDweight\":HDweight,\"HDvPop\":finalPop,\"HDunitList\":finalList,\n",
    "                      \"centroid x\":hdCPx, \"centroid y\":hdCPy} )\n",
    "outname = STATE+str(int(nHDs))+\"county5citySnap15_v2.csv\" \n",
    "outpath = \"2024state_HD_output/\"+outname\n",
    "outDF.to_csv(outpath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "id": "e065c7c5-d08d-45eb-b455-696bdc727f9a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for i in range(5):\n",
    "    for u in bigUvtdList[i]:\n",
    "        plotPoly(tractGeom[u])\n",
    "        plotCenter(\".\",tractCP[u])\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "4e041bed-ce6e-4dfc-88cb-1510c22ed541",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "what is going on with county 31?\n",
      "31 has adjusted unit avg use, SD of use of 0.92011 0.02942\n",
      "Let's visualize over- and usage in a select county 31 . Blue is overused; pink=under. Printed if <0.7 or >1.3\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"what is going on with county 31?\")\n",
    "c = 31\n",
    "cAdjAvg, cAdjSD = getWeightedAvgAndSD([adjUse[v] for v in countyTractList[c] ], [tractPop[v] for v in countyTractList[c]])\n",
    "print(c,\"has adjusted unit avg use, SD of use of\",r5(cAdjAvg), r5(cAdjSD) )\n",
    "if 1 == 1:\n",
    "    print(\"Let's visualize over- and usage in a select county\",c,\". Blue is overused; pink=under. Printed if <0.7 or >1.3\")\n",
    "    for u in countyTractList[c]:\n",
    "        COLOR = \"white\"\n",
    "        plotPoly(tractGeom[u],0.2)\n",
    "        if adjUse[u] > 1.02:\n",
    "            COLOR = [2. - adjUse[u], 1, 1]\n",
    "            if adjUse[u] > 1.3:\n",
    "                plotCenter(round(adjUse[u],2),tractGeom[u],7)\n",
    "        if adjUse[u] < 0.98:\n",
    "            COLOR = [1.0, adjUse[u] , 1.0 ]\n",
    "            if adjUse[u] < 0.7:\n",
    "                plotCenter(round(adjUse[u],2),tractGeom[u],7)\n",
    "        if COLOR != \"white\":\n",
    "            fillPlotColor(tractGeom[u],COLOR)\n",
    "        if adjUse[u] < 0.98:\n",
    "            plotCenter(\".\",tractCP[u])\n",
    "    plotPoly(countyGeom[c])\n",
    "    plotPoly(countyGeom[47])\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "9b02008e-adb1-4566-893a-be36d6b92a3c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Likely we stole from 31 consistently when enclave-filling Toledo area\n",
      "Let's do a basic patch to increase county 31's usage.  Cold restart from the patched 5-city output ...\n",
      "now read in the vtd-based HDs from countySnap15, AFTER the further patching in SW ohio\n",
      "compute unit and county uses, reconstruct the full and partial county lists in each of these HDs\n",
      "curr unit use Avg and SD are 0.99672 0.04944\n",
      "Here are the county uses from the input HD lists ...\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Our underused county is 31 with use 0.9201116856414759\n"
     ]
    }
   ],
   "source": [
    "#from cold restart ...\n",
    "print(\"Likely we stole from 31 consistently when enclave-filling Toledo area\")\n",
    "print(\"Let's do a basic patch to increase county 31's usage.  Cold restart from the patched 5-city output ...\")\n",
    "nUnits = nVTDs  #we are not going to redefine units as munis here; we just snap to the special big cities\n",
    "infile = \"./2024state_HD_output/OH8941county5citySnap15_v2.csv\" #OH8941countySnapAllPatched2\"\n",
    "snapHDdf = pd.read_csv(infile)\n",
    "HDunitListString = snapHDdf[\"HDunitList\"]\n",
    "HDunitList = [ast.literal_eval(HDunitListString[h]) for h in range(nHDs)]\n",
    "HDvPop = [np.sum([tractPop[v] for v in HDunitList[t] ]) for t in range(nHDs) ]\n",
    "HDweight = snapHDdf[\"HDweight\"]\n",
    "HDwt = HDweight.copy() #nomenclature\n",
    "popHDlist = list()\n",
    "for h in range(nHDs):\n",
    "    if HDweight[h] > 0:\n",
    "        popHDlist.append(h)\n",
    "\n",
    "print(\"compute unit and county uses, reconstruct the full and partial county lists in each of these HDs\")\n",
    "unitUse = [0.]*nUnits\n",
    "countyUse = [0.]*nCounties\n",
    "HDfullCset, partialBigCset = [set() for h in range(nHDs)], [set() for h in range(nHDs)]\n",
    "for h in popHDlist:\n",
    "    for u in HDunitList[h]:\n",
    "        unitUse[u] += nDistricts * HDwt[h]\n",
    "        c = countyNo[u]\n",
    "        countyUse[c] += nDistricts * HDwt[h] * tractPop[u]/countyPop[c] \n",
    "    for c in range(nCounties):\n",
    "        bob = countyTractSet[c].intersection(set(HDunitList[h]))\n",
    "        if len(bob) > 0 :\n",
    "            if len(bob) == len(countyTractSet[c]):\n",
    "                HDfullCset[h].add(c)\n",
    "            else:\n",
    "                partialBigCset[h].add(c)\n",
    "currAvg, currSD = getWeightedAvgAndSD(unitUse, tractPop)\n",
    "print(\"curr unit use Avg and SD are\",r5(currAvg), r5(currSD) )\n",
    "print(\"Here are the county uses from the input HD lists ...\")\n",
    "for cc in range(nCounties):\n",
    "    plotPoly(countyGeom[cc])\n",
    "    plotCenter(r3(countyUse[cc]),countyGeom[cc],8)\n",
    "plt.show()\n",
    "c = 31\n",
    "print(\"Our underused county is\",c,\"with use\",countyUse[c])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "98a12349-78bb-4368-a1a6-078ed42b6668",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now push up this county's usage ...\n",
      "county 31 is non-used adjacent to 2.2968 aDP worth of HDs that don't use any of it\n",
      " county 31 use could be boosted to 1.122601135856152 by switching out the farthermost county in these HDs\n"
     ]
    }
   ],
   "source": [
    "print(\"Now push up this county's usage ...\")\n",
    "barredCset = [47,56,17, 24]  #don't allow drop of big counties \n",
    "if 1 == 1:\n",
    "    couldAddPop = 0.\n",
    "    couldAddPopFrac = 0.\n",
    "    for t in popHDlist:\n",
    "        if c not in partialBigCset[t]:\n",
    "            if len(set(neighborCountyList[c]).intersection(HDfullCset[t]) ) > 0:\n",
    "                couldAddPop += tractPop[t] / aDP\n",
    "                cList = list(HDfullCset[t].union(partialBigCset[t]).difference({countyNo[t]}.union(barredCset) ))\n",
    "                cDist = [getLongDist(countyCP[cc], countyCP[c],xScale) for cc in cList]\n",
    "                cc = cList[cDist.index(np.max(cDist))]\n",
    "                ccPop = np.sum([tractPop[v] for v in countyTractSet[cc].intersection(set(HDunitList[t])) ])\n",
    "                couldAddPopFrac += tractPop[t] / aDP * ccPop / aDP\n",
    "    print(\"county\",c,\"is non-used adjacent to\",r5(couldAddPop),\"aDP worth of HDs that don't use any of it\")\n",
    "    print(\" county\",c,\"use could be boosted to\",countyUse[c] + couldAddPopFrac,\"by switching out the farthermost county in these HDs\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "ad837fd1-a6eb-4d73-b157-ffee7103439d",
   "metadata": {},
   "outputs": [],
   "source": [
    "oldList = [HDunitList[t].copy() for t in range(nHDs)] #safek"
   ]
  },
  {
   "cell_type": "raw",
   "id": "191808a2-8335-4f84-b9c5-ab94b214a24e",
   "metadata": {},
   "source": [
    "HDunitList = [oldList[t].copy() for t in range(nHDs)] #reset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "164189ee-30cf-4cb2-80a9-22195eff585c",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This block will add or complete partial of county 31 to nearby HDs until we hit countyUse of 0.97\n",
      "current county use avg and SD are 0.99672 0.01497\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92207\n",
      "current county use avg and SD are 0.99672 0.01497\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92336\n",
      "current county use avg and SD are 0.99672 0.01493\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92421\n",
      "current county use avg and SD are 0.99672 0.0149\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92524\n",
      "current county use avg and SD are 0.99672 0.01488\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92607\n",
      "current county use avg and SD are 0.99672 0.01485\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92688\n",
      "current county use avg and SD are 0.99672 0.01483\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92746\n",
      "current county use avg and SD are 0.99672 0.01481\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92842\n",
      "current county use avg and SD are 0.99673 0.01478\n",
      "For HD 2861 we picked up {6668} via swellcapture. Add their neighbors\n",
      " Now on loopNo 0 time is 0 min live county 31 use is 0.92963\n",
      "current county use avg and SD are 0.99673 0.01475\n",
      " Now on loopNo 0 time is 1 min live county 31 use is 0.93062\n",
      "current county use avg and SD are 0.99673 0.01472\n",
      " Now on loopNo 0 time is 1 min live county 31 use is 0.93173\n",
      "current county use avg and SD are 0.99673 0.01469\n",
      " Now on loopNo 0 time is 1 min live county 31 use is 0.93393\n",
      "current county use avg and SD are 0.99672 0.01464\n",
      " Now on loopNo 0 time is 1 min live county 31 use is 0.9348\n",
      "current county use avg and SD are 0.99673 0.01462\n",
      " Now on loopNo 0 time is 1 min live county 31 use is 0.93574\n",
      "current county use avg and SD are 0.99673 0.01459\n",
      "For HD 8469 we picked up {2996} via swellcapture. Add their neighbors\n",
      "8469 in county 73 failed due to unbroken, noEnclave = False True final partial county was 86\n",
      "here is the final partial county\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Now on loopNo 0 time is 1 min live county 31 use is 0.93574\n",
      "current county use avg and SD are 0.99673 0.01459\n",
      " Now on loopNo 0 time is 1 min live county 31 use is 0.9364\n",
      "current county use avg and SD are 0.99673 0.01458\n",
      " Now on loopNo 0 time is 2 min live county 31 use is 0.93719\n",
      "current county use avg and SD are 0.99672 0.01456\n",
      " Now on loopNo 0 time is 2 min live county 31 use is 0.93804\n",
      "current county use avg and SD are 0.99673 0.01454\n",
      "For HD 8471 we picked up {2996} via swellcapture. Add their neighbors\n",
      "8471 in county 73 failed due to unbroken, noEnclave = False True final partial county was 86\n",
      "here is the final partial county\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Now on loopNo 0 time is 2 min live county 31 use is 0.93804\n",
      "current county use avg and SD are 0.99673 0.01454\n",
      " Now on loopNo 0 time is 2 min live county 31 use is 0.93931\n",
      "current county use avg and SD are 0.99672 0.01451\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94005\n",
      "current county use avg and SD are 0.99672 0.0145\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94101\n",
      "current county use avg and SD are 0.99673 0.01448\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94271\n",
      "current county use avg and SD are 0.99673 0.01444\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94337\n",
      "current county use avg and SD are 0.99673 0.01443\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94397\n",
      "current county use avg and SD are 0.99672 0.01442\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94524\n",
      "current county use avg and SD are 0.99672 0.0144\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94653\n",
      "current county use avg and SD are 0.99672 0.01437\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94707\n",
      "current county use avg and SD are 0.99672 0.01436\n",
      " Now on loopNo 0 time is 3 min live county 31 use is 0.94786\n",
      "current county use avg and SD are 0.99672 0.01435\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.94946\n",
      "current county use avg and SD are 0.99672 0.01433\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95089\n",
      "current county use avg and SD are 0.99672 0.01431\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95213\n",
      "current county use avg and SD are 0.99672 0.01429\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95395\n",
      "current county use avg and SD are 0.99673 0.01427\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95574\n",
      "current county use avg and SD are 0.99673 0.01423\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95655\n",
      "current county use avg and SD are 0.99673 0.01422\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95755\n",
      "current county use avg and SD are 0.99673 0.01421\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.9589\n",
      "current county use avg and SD are 0.99673 0.01419\n",
      " Now on loopNo 0 time is 4 min live county 31 use is 0.95962\n",
      "current county use avg and SD are 0.99673 0.01419\n",
      " Now on loopNo 0 time is 5 min live county 31 use is 0.96216\n",
      "current county use avg and SD are 0.99673 0.01415\n",
      "2655 in county 45 failed due to unbroken, noEnclave = True False final partial county was 54\n",
      "here is the final partial county\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " Now on loopNo 0 time is 7 min live county 31 use is 0.96216\n",
      "current county use avg and SD are 0.99673 0.01415\n",
      " Now on loopNo 0 time is 8 min live county 31 use is 0.96455\n",
      "current county use avg and SD are 0.99673 0.01412\n",
      " Now on loopNo 0 time is 8 min live county 31 use is 0.96577\n",
      "current county use avg and SD are 0.99673 0.01412\n",
      " Now on loopNo 0 time is 8 min live county 31 use is 0.9678\n",
      "current county use avg and SD are 0.99673 0.01409\n",
      "For HD 5866 we picked up {3072, 2938, 3070} via swellcapture. Add their neighbors\n",
      " Now on loopNo 0 time is 8 min live county 31 use is 0.96889\n",
      "current county use avg and SD are 0.99673 0.01406\n",
      " Now on loopNo 0 time is 8 min live county 31 use is 0.96895\n",
      "current county use avg and SD are 0.99673 0.01406\n"
     ]
    }
   ],
   "source": [
    "c = 31\n",
    "cUseMin = 0.97  #note, this is a modification of a block code in OH_countySnap15 patching across multiple counties\n",
    "print(\"This block will add or complete partial of county\",c,\"to nearby HDs until we hit countyUse of\",cUseMin)\n",
    "cAvg, cSD = getWeightedAvgAndSD(countyUse,countyPop)\n",
    "print(\"current county use avg and SD are\",r5(cAvg), r5(cSD) )\n",
    "recentUse = countyUse.copy()\n",
    "failHDs, failCs = list(), list() #for debugging an attempted patch-switch that failed contiguity\n",
    "stuckCset = set()\n",
    "switchedPop = [0.]*nHDs\n",
    "maxSwitchedPop = 0.2 * aDP  #new rule set an arbitrary limit of no more switching once we've switched at least this much\n",
    "bannedHDs = list() # [list() for c in range(nCounties) ] #previous rule was exchange out a max of one county per HD\n",
    "barredCset = [47,56,17, 24, 30, 76]  #don't allow drop of big counties \n",
    "recentUse = countyUse.copy()\n",
    "alteredHDs = list()\n",
    "startTime, loopNo = time.time(), 0\n",
    "\n",
    "uUse = [unitUse[u] for u in countyTractList[c] ]\n",
    "leastUsedCountyU = countyTractList[c][ uUse.index(np.min(uUse) )]\n",
    "leastUsedCP = tractCP[leastUsedCountyU]  #will bias toward HD's closest to this most underused unit\n",
    "couldAddList = list()\n",
    "for t in popHDlist: #for now, do not add on to existing partials, to bias toward picking up county border Vs\n",
    "    if c not in HDfullCset[t] and t not in bannedHDs: \n",
    "        if len(set(neighborCountyList[c]).intersection(HDfullCset[t]) ) > 0:  #note: we already looked for HDs in bigC-adjoining c's\n",
    "            couldAddList.append(t)\n",
    "couldAddDist = [getLongDist(leastUsedCP,tractCP[t],xScale) for t in couldAddList]\n",
    "cantSwitch = True\n",
    "if len(couldAddDist) > 0:\n",
    "    stillGoing = True\n",
    "    cantSwitch, ij, idx = True, 0, np.argsort(couldAddDist)\n",
    "else:\n",
    "    stillGoing = False\n",
    "    print(\"No more adjacent HDs to shore up usage of county\",c,\"with current use\",countyUse[c])\n",
    "    stuckCset.add(c)\n",
    "\n",
    "while countyUse[c] < cUseMin and stillGoing :\n",
    "    cAvg, cSD = getWeightedAvgAndSD(countyUse,countyPop)\n",
    "    recentUse = countyUse.copy()\n",
    "    # for c in range(nCounties):\n",
    "    #    if c in stuckCset:\n",
    "    #        recentUse[c] = 111.  #so it won't get picked as minimum\n",
    "    # c = recentUse.index(np.min(recentUse))  ## focused on county 31\n",
    "    if loopNo %20 == 0:\n",
    "        print(\" Now on loopNo\",loopNo,\"time is\",int(time.time()-startTime),\"min live county\",c,\"use is\",r5(np.min(recentUse)) )        \n",
    "        print(\"current county use avg and SD are\",r5(cAvg), r5(cSD) )\n",
    "    t = couldAddList[idx[ij]]\n",
    "    ij +=1\n",
    "    tryList = list( set(HDunitList[t] + countyTractList[c] ) )\n",
    "    \n",
    "    unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "    if unbroken and noEnclave:\n",
    "        tryPop = np.sum([tractPop[v] for v in tryList ])\n",
    "        fullCset, partialCset = HDfullCset[t], partialBigCset[t]\n",
    "        partialCset = partialCset.difference( {c} )\n",
    "        fullCset.add(c)\n",
    "        canShed2 = True\n",
    "        \n",
    "        while tryPop > aDP + toler and canShed2: #... then shed counties without enclaving until pop is square\n",
    "            availCs = list(partialCset.difference(barredCset) )\n",
    "            if len(availCs) > 0:  #shed from existing nonBig partial.  Should be at most one, but ...\n",
    "                availCs = list(partialCset.difference(barredCset) )\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                pC = availCs[cScore.index(np.max(cScore))]\n",
    "                availTracts = list( countyTractSet[pC].intersection(set(tryList)) )  #no coreVset to worry about ...\n",
    "                availPop = np.sum([tractPop[v] for v in availTracts])\n",
    "            else:  #find a candidate full county to become a shedder\n",
    "                availCs, availCset = list(), fullCset.difference( {c,countyNo[t]}.union(barredCset) )\n",
    "                for cc in availCset:\n",
    "                    if isContiguous(  list( {c}.union(fullCset.difference({cc})) ), neighborCountyList  )[0]:\n",
    "                        complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)).difference({cc})) )\n",
    "                        if isContiguous(complementCs,neighborCountyList )[0]: #nonenclavy excluding Lucas\n",
    "                            complementCs = list(allCset.difference((fullCset.union({c}).union(partialCset)) ) )\n",
    "                            if isContiguous(complementCs,neighborCountyList )[0]:  #nonenclavy including Lucas\n",
    "                                availCs.append(cc)\n",
    "                cScore = [10. * countyUse[cc] + getLongDist(countyCP[cc],tractCP[t],xScale)/avgL[t] for cc in availCs ]\n",
    "                if len(cScore) == 0:\n",
    "                    canShed2 = False  #unexpectedly, we don't have any sheddable counties\n",
    "                    print(t,\"doesn't have any sheddable counties. Its current full,partial, pop =\",fullCset, partialCset, tryPop/aDP)\n",
    "                    break\n",
    "                else:\n",
    "                    pC = availCs[cScore.index(np.max(cScore)) ]\n",
    "                    availTracts = list( countyTractSet[pC])  #.difference(coreVset) )\n",
    "                    availPop = countyPop[pC]\n",
    "\n",
    "            if tryPop - availPop > aDP - toler:  #shed this entire county (may have been a partial) and re-loop if still > tgt\n",
    "                tryList = list( set(tryList).difference(set(availTracts) ) )\n",
    "                tryPop -= availPop\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset = partialCset.difference({pC})\n",
    "            else:  #this will be the final partial\n",
    "                fullCset = fullCset.difference({pC})\n",
    "                partialCset.add(pC)\n",
    "\n",
    "                tgtPop, availTracts = aDP - (tryPop - availPop), countyTractList[pC] #use swellCapture as we did not fuse surrounded vtd's in this code\n",
    "                addList, addPop = swellCapture(tgtPop, tractCP[t],availTracts,tractCP,tractPop,xScale,toler)              \n",
    "                eLists = getEnclaveLists(addList,unitNbrs)\n",
    "                for eL in eLists:\n",
    "                    addList += eL\n",
    "                tryList = list( set(tryList).difference(countyTractSet[pC]) ) + addList\n",
    "                contigList = getContigFromStarter(t,tryList,unitNbrs)\n",
    "                if len(tryList) > len(contigList):\n",
    "                    noncontigs = set(tryList).difference(set(contigList))\n",
    "                    print(\"For HD\",t,\"we picked up\",noncontigs,\"via swellcapture. Add their neighbors\")\n",
    "                    for u in noncontigs:\n",
    "                        tryList += unitNbrs[u]\n",
    "                    tryList = list(set(tryList))\n",
    "            tryPop = np.sum([tractPop[v] for v in tryList])\n",
    "    \n",
    "    legitSwap = False\n",
    "    if abs(tryPop - aDP) < toler:\n",
    "        unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(tryList, unitNbrs,6) \n",
    "        if unbroken and noEnclave:\n",
    "            legitSwap = True\n",
    "        else:\n",
    "            print(t,\"in county\",countyNo[t],\"failed due to unbroken, noEnclave =\",unbroken,noEnclave,\"final partial county was\",pC)\n",
    "            print(\"here is the final partial county\")\n",
    "            for v in set(tryList).intersection(countyTractSet[pC]) :\n",
    "                plotPoly(tractGeom[v],0.2)\n",
    "            #plotPoly(countyGeom[pC])\n",
    "            contigList = getContigFromStarter(t,tryList, unitNbrs)\n",
    "            for v in tryList:\n",
    "                if v not in contigList:\n",
    "                    plotCenter(\"x\",tractCP[v])\n",
    "            plt.show()\n",
    "    else:\n",
    "        print(t,\"in county\",countyNo[t],\"failed due to tryPop/aDP = \",r5(tryPop/aDP) )\n",
    "    if legitSwap:\n",
    "        shedSet, addSet = set(HDunitList[t]).difference(set(tryList)), set(tryList).difference(set( HDunitList[t] ))\n",
    "        for u in shedSet:\n",
    "            unitUse[u] -= HDwt[t] * nDistricts\n",
    "            countyUse[countyNo[u]] -= tractPop[u]/countyPop[countyNo[u]] * HDwt[t] * nDistricts\n",
    "        for u in addSet:\n",
    "            unitUse[u] += HDwt[t] * nDistricts\n",
    "            countyUse[countyNo[u]] += tractPop[u]/countyPop[countyNo[u]] * HDwt[t] * nDistricts\n",
    "        HDunitList[t] = tryList.copy()\n",
    "        HDvPop[t] = np.sum([ tractPop[u] for u in HDunitList[t] ])\n",
    "        alteredHDs.append(t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "6a9c3699-e657-4705-8703-4270db667a08",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "recheck HD integrity, unit use after above patching ...\n",
      "HD pops by county\n"
     ]
    },
    {
     "data": {
      "image/png": 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r6NHzN0Xvs8b/dhdWU7KuaiR10HNVWP7RTokNtdvvGbB/ALKFXMSKGPuUfXYqH+k/34S+TocZhVyGpeNr79Jrz0NNMrDUY0yqjtroxq/c8j05+OpMoaj3HDhbhC/mPtB6lWqEh4sMT48IF1X2l1stCxuFpfZr8gWAQz+XYMbIMLvO070FoUwKrIUBseSypseoUchlWP2Hfs2av8pFZrWVzTjtxU+z8WnWLw124gBw+aZzzpqttXqorBx8m+uJLUeb3GfJUNsa9fP1ll+qkTnhaCizslCli9xuv+fGWggdYXREQKN/r3tS8cKOU3hy81GMeOWgWVgfExmIjZMHIUBt+0l3ZzdxGzbAy/4DKNqCgaUeZyRV41nZD/niOrpdKalAvp0P5mL1767GiN/5OmQ025Y2k9ZXodNjQUIEnhkVZrczs9V/GGCfGTlBSy65PRThh8Xj+uLsyrGiBr4aExnYrM999R8GNBqmBAA3y3WY9/FpPLn5KIavNt+J+3mJG4jQ3qy1esSE+dh9WY3ts4z/Xzo+Aldb0OdjckwPLB7XF+dWjsXbkwchQORI2vYQ4G39ADywRxe7LKOxFsIIn9Y/Ekwfbj142dLCOCYyEGn/93t8NONerHsiCtv/FgN318b31Z2UCtwTLG6E5bv8Go7S7UgMLBa0JKm2hLdKXHoN7erhtH4ss+7vDYVchjeeiGr1Zfl42nen2MmttjVkQUIEzq4ci8Xj+mJqbE8M6Wn7yMjGs9Yx/QKa3CFIVXMuuRnXe+PkIfjryF6ig2tKdgHesXGMChc5bN5DFWq0mFlnJ55+8YZtM2gh4+cTbSWYjLjbr1WWOyYyEE+PCmvQAiKT1Y5AOyYysEWXPMK6dbJpe9vT40O6W5xuDNwtIaaF0MXdq0XLEKPEyui/jZ1U1G2dr395KDa8KyZEBWP4Xd3w+sSoRpf92p8GIPuaRlQ9fxR5Ut1a2uae1gHqJtXX/zQAnm6NdxqxR1Pp0xaeSWHJwoSIVu9rY4mbixwj7vZ12PIaO7Oqa/pvgxQ1Zd7ou0yXDRRyGSKC1Bjcswvi7xF3bd+o7lmrQi7DmZVj22RosTX01l9vsZrTkuMiBy6+PK7Z3/MFu37Edxdu4EZ5dbPe3xxiPp9pw0Ltusxn7689M7cWCA0C8M7hXKRkF7Soz4exQ6rxbN/ed1I25q/1LkEb+3K8fuB8sy9ljuzdTXQLYe6N8mYtwxYPrz9scXpTJxVi+kwZWzcttb4981uY1daI+3WKLddabN7LHj58GOPHj0dQUBBkMhl2797d5Hu+/fZbDBo0CG5ubrjrrrvw3nvvNSizYcMGhIaGQqVSISYmBhkZGbZWze6MSTVA7Y7bVY13rhSE2nETBnZvXhqXy4DY3t0wOqLxM7DREX5wVyoc3tcGANY9EWUaL6alZzZiRIf5NLmDlcuARY9Givoclu85hyc3H8Xglw5g8EsHTNeDV+0/Y9PnGKBWYWO95/ucWTkWR5MeRLdOrq2yTdxaIQ/ZGgYsrbcYYltyZAA8XOU4/P89gIsv196y29zv+a8V1Zj0n2PQteBONVs19/Npia6dVKIC4fI9OVDIZc3u89HTx8Pud+2J8cwo80s1dftyNPfOMwB49v67RLcYyRywxrcqqy12phV7UvFFdoHpvfU75+7/4VqDRzEYGcNst07iWrPFlmstNt9rUl5ejgEDBuCpp57CH/7whybL5+bmYty4cZg5cya2b9+O1NRU/O1vf0NgYCDi42sfzrdz504kJibi7bffRkxMDNauXYv4+HicO3cOfn6t04QqRuEtLR5efxi/Vog7S+vm5QZfb3cAtnduMwhA5pVfsXnqUFEPoDJet561LavVb0Gs/4A6e9+9Y01pRdMjbhqE2u1ky/rfsrA9m3q/q1yGV/9ffwSo3a0++C6gswonFj+Epz84jq/sfCtt/2YG4caIuRXSp5MrFj98DwK8m//AP7E73bVPRGFClHlrlyO/580154FwDL/LV9Tn8/73l+26bB9PN5vOwo2tCdYOYJYYO6Q66ndvZHzGTfrPN1FcpsXlG+V4/esLdpl3P5F9NgDUPj+uqnXHWqoxAC/sOAXA/HZ9sScVH6RfwQfpV0x349Xdx8llln83dS8pfTprOO5dndrkcnbPHtFkmdZkc2AZO3Ysxo4dK7r822+/jbCwMLz22msAgL59+yItLQ2vv/66KbCsWbMGM2bMwPTp003v2bdvH7Zs2YKkpCRbq2gXzRm99MTlEtxowZDfxh375qlDRT3i29jXxpbn9AC1twnef7cvxt0TgFfqNasGqlV4cWwfFJVVWX3KqaP6zzzy5hFR5ca+caiVawJUGwR083QzPc+lMWIHnVK5yqFSyHBLxKhNNYIc6T/fbPFTgusyhoGZ27Kslnn5sX5mLQaWBj4E0Og0sb8Jazvn5n7PHcFDqcC80b8TvU2Ot+DREpYEeKtsHr9pV1a+TcHP2CFV7HKm3NsD+34stLnTfBcPF4wfEGza5xw8W9TkCL7N9UrKGax8VNyda+ViR1WzE2Nn2o2TB2F0RIBN46tYOhlr6qSvoFSL3Jvl8Fa5QNPIMA1uChnWf3PBLk++bq5WH80jPT0dcXFxZtPi4+Mxd+5cAIBOp0NmZiYWLFhg+rtcLkdcXBzS09OtzreqqgpVVXd2hBqNuE5DYjR3qPWtR/NatNy6O2ylixwJ/YJMBwFrX44xkYEYHRGAjNwS5F6/jYW7s5tczvLx9yDM1xPRYT5IiAo2ewS7n7cKq/abD4P/77RcLB0fYVrO6VxxI2a2lNjbojUO2qF8kvkLRjbSh8d4MPf3EtdsumnSYLxz5BK++7npxxycvFqKJzcfRaBahcXjItClk9LiaMmW6tNUObEsDd5m6Yyus4crBEFAaaX4MWrkMmBwT+t3fNT9nn+UcQWfn7Y+9oojVer02J31C4K6eIj6fD1EDt4mhpuLHNFhPqLHfLlQdBsDln0peuwguaw2rBhbZcSe7Yd27dSsO/x+rajB30f/DmoPV1NfmdZqUbPldne5HIADM0v9AQgd0cL45OajAACVHNBaOfRV6QV8kF77xPZV+8+YfTccpdUDS2FhIfz9/c2m+fv7Q6PRoLKyEr/++iv0er3FMmfPWn9ORHJyMpYvX27/+t7SOmyo9brq3llg66iexr42/YLVogKLsYylg40lhaW1d1509nBtsmx7dumG9Ut9KdkFWPZ5Dgo14s8GXRRyeLjZdgArKNXi2Q/NW0TqX7Iz1qep71BTfZHq7jQP5BRaPIBY+j405ztiEIA3Ui9g+F3drB74jd/ztIvXbZ5/Xa4KGfy93PD8A+F4/eDPLTqDFwD8/bdnuPh7uWH5hHss/kZLK6rx1HsZdu3AWVVjgK7GIHqUU7F9PiYO6Y67/b0anEVHh/nARS5DTSOn7Ao5kHuz+ev46IY0vPRYPyz7/KdWvfzXvbO76LLRYV3w7XnHPg6l7mU8R7YwGsNKt06u0GhrIJfJoLXwkEmDANNTvx0ZWtrerQ2/WbBgAUpLS02vq1ev2mW+1nprt7bIYG8o5LJmjepZWlGNx9/6DoNX2vao9VsV1aIOLsYdR0cOKwDwQ/6dwFK3Y9u6ry/89mRa23YmN8qrEB3a9CWmphRqqsxu5RX7HRLb9+Hozzcd0tnyzW8uWhwQy+hi4W30XrgPG5rxIMW6Jg4JQVrSg/hTTCgO/eMBLB7X1y4dpYvKarfD/h+umXV6vO/Vgxiw4itk5t0yPT3ZXl7a+5Pdx446mferxQ6plTp9o2EFAPQGYFsLWppzb1Zg0r+PtfpdSB8fv4qH1nxr9XZi4M5+9cert+y6bIUM8BR5ovLWtxfxnyOX8Ps+/jj49/sx5d4e+F1A699mfaO8Gjq9YDGs1LX5SG6D0dtbU6u3sAQEBKCoqMhsWlFREby9veHu7g6FQgGFQmGxTECA9dH/3Nzc4OZm/x7LjV3Da00HcorRb8kXqKwRrHaQsvSckvv+eRBXRD6MkOzDUutFc/h4KDHyLl+s2i/u0e5NSdr1I37fx7/RcRvqfofE9kl4P/2yQ/uOGIPV3Li7EdrNA35eKvx581G7BaZtx/Kw83geXky4G5uO5Nl93Z798KRd59eYT45fhUIhR08fD7zx5ECs3PsTistaNuDiz9fLsXj3jw36zc3dab2vU1ujB3C+uByDXjqArh4uePaB3mZ99ka//m2r7Vf91Uo82CdAVBeCIxdu4MiFGxYfgikFBsH8oZGtrdUDS2xsLPbvN38894EDBxAbGwsAUCqVGDx4MFJTU/Hoo48CAAwGA1JTUzFnzpzWrl4D3ioXh47dUFeZrvGkajzjfXRDGqJCOuPb89dxtYRhxZHseW39f5lX8frX5+0wp1q3Kqox/3+nRbWaLPs8G0Uiz2K/yilqupAdGT9be3429VUbgGV7W2/+jqIVYOpXYC96AaaHtda9M/Fc4W27LkcqblbUmAWC1g4H127pWtzfUUoc+dBImSAINu17b9++jYsXa6+FDhw4EGvWrMEDDzwAHx8f9OjRAwsWLEB+fj4++OADALW3NUdGRmL27Nl46qmncPDgQTz//PPYt2+f2W3N06ZNw6ZNmxAdHY21a9fi448/xtmzZxv0bbFGo9FArVajtLQU3t62j1xqVHhLK+r2LuqYXOS1tyASdRRuChkUcjmq9Hro+d2nehaP69viFhaxx2+bW1hOnDiBBx648+C9xMREAMC0adPw3nvvoaCgAHl5d9JjWFgY9u3bh3nz5mHdunXo3r07/v3vf5vCCgBMnDgR169fx5IlS1BYWIioqCikpKSIDiv2FNBZBaVC5tABp6jtYFihjqZKLwB6x97aS23HYwMtPzqhNdjcwiJV9mph0RsEDH7pQIfvYEpERNSUuL6++Pe06BbNQ+zxu83eJdRajl66ybBCREQkwtkCx/VtYmCp58j5lo3xQERE1FEo5I67SMPAUs/h8469I4KIiKit8vVo9ZuNTRhY6rlW6rjHphMREbVlOUWOu63ZcdHIQSp0NfASBMhktQOr6WoMqDEYoJDL4OaiMCsHACoXBeS/DcJWrTeguoa94YmIiMQw/HbfjrZaD4MgwFUhh6uiti3EYBCg/e2YWvehsJbKitHuWliiV6WaPXjrncM/I2LJl1j62U9m5Qav/BoRS75E/q07A699kH4F5dXt4qYpIiKiVhfSxQMA8NxHJxGx5Ev8L/MX098uXr+NiCVfYsQr35i95/8++QERS760edDDdhdYiIiIyDF2PjPMYctqd+OwFFy/Cf+uXZp9Sejtb3/Gawfa/pDdRERErcnXU4nji0YDaNkloQ47DouH0sUUVgBA6SKHh9LFLKwYy3koXUxhBQBcFXI8c1+4w+pKRETUFtUNKwCgclXAQ+li1idFLpeZjrV1WSorRrvrdNtSShc5nhkVhk2Hc51dFarjryPCEKRW4UpJBS4UliE9t8TZVSKidkqpkKFaL9jtCeEtJQOcXhc5AG93V/h5KbHj6WHw8VQ6vA4MLBYsSIgAALxzOFfUl8Rb5YKv5t6Hh9cfhkZbA2+VC3y9VDhTWNagbP9gbyxIiEBxmRZ+XiocPFuIzUcuNygX/zsPfHnuzu1i7/15CIZF+GJr+mWzx6BHLk2x+NwjV4UMSWP6mMpeK9ViS5r5+sgAPBkdgr0/XEN5lR6d3BTQ1QjQWnhgjlIhg9rdBddv2z4KsItchhpD839uz4wKM20To+T9ORZDpcpFBm3NnWUpUPso+fpc5bVP7DXy91KiqExnoWSt7p1VKCmvhk8nV3z67Ajk3ajA4+98b/r7hP5B+OyHa6LWRw6g7ifso5JhcC9fHMgpblhPGVC3H3hXdwWWTOiHE5dLcPlmBUK7emBhQgT0BgHzdp5E3q+V6NHFHUFd3PDB91cbbO+nR4Xh2ft746n3MnCtVIsgtQoRwZ7YfvQX1N1EchkwMToIR86VmNb7+QfCsfqLHJRo7xT0Ucmw7JH+OJ73q6k+J6/eQna+psG69O/ujVWP9Mcjb6VB+K0+/l5uKCxr/lACk6J74MufCky/u73PjULs6lSbdu6j+/qZPrfXJw7E/hN5mL/3zhN7pwwOxn8z82H9Gdh3uLvKoXZ3RWGdJ2Hb8sBMP3fgdo0cldUGuLvK0dnD1eJQCz27uuPz2SPNtqO22oCfChp+7mLIAHgoFSjX3fm1KF3k0Fmo+OgIP7zxxCC8vD/H7DtYWlFttg/c+9woqD1czcq5KIB3v2v6ScXG7+ozo+7CE+98j+IyHfy8lCir1KKgTNydnB5KOSp0d+rv7+2GyUN74rXUO5f8P/5bLML8OuGxt9LMft++3m7Q1RjM9rfvp19GXkmlpUU1m4sc6KQASuvsVtWuQPIfB6JLJzfTcSI6zAe6GoPZZ7kr86rom0T6d/dGzi8a1NSb3tnD1Wxkd7kMsLSrrt+a4iztrg9LS58lVFf9L+yU2FCUVlRb/HJbcltbY3YQeX3iQHiqGmZES8tRuohvKssvqcTYNw6ZQscXz9+HYB/3Zi+n8Ja2wY4noLMKeoOAjNwSsx9RyW1dg8/Dx1PZoFylTt/gs/j6ZD7mfpZtWu7aCZFIGBoi+rOwtD4KuazBsuv/0BcmREDpIm9QTiGXIS3nOiZ/kGFaxrap0RgR4StqO1iqj67G0GC93ZUKi8sWuz6KOpcxba2PLZ+lpbKWvgOW6iP2uw8ApRXVZgfeLX+JhrtS0aA+AESvz8XC2xj7xiFUG2rD6RfP3wddjQEPv3kEBtSGxr1zRiKiu7h9hdjvvq+3m8Wylr7/eoPQYL3VHq6iPh9L5ax97paWY+nzFfvbcVcqLC5bLEvfNUD8thX7fWnJb8caS8s+84sGT2w5aiqz46l70be7d4Nyt7U1FvfTYn9TllzXVDX4DnqqXCxuM0vLAdBgWmlFtVlIdERritjjNwMLEREROU2H7XRLRERE7Q8DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUkeAwsRERFJHgMLERERSR4DCxEREUleswLLhg0bEBoaCpVKhZiYGGRkZFgtW11djRUrViA8PBwqlQoDBgxASkqKWRm9Xo/FixcjLCwM7u7uCA8Px8qVKyEIQnOqR0RERO2MzYFl586dSExMxNKlS5GVlYUBAwYgPj4excXFFssvWrQImzZtwvr165GTk4OZM2fisccew8mTJ01lXnnlFWzcuBFvvvkmzpw5g1deeQWvvvoq1q9f3/w1IyIionZDJtjYjBETE4OhQ4fizTffBAAYDAaEhITgueeeQ1JSUoPyQUFBePHFFzF79mzTtMcffxzu7u7Ytm0bAODhhx+Gv78//vOf/1gt0xSNRgO1Wo3S0lJ4e3vbskpERETkJGKP3za1sOh0OmRmZiIuLu7ODORyxMXFIT093eJ7qqqqoFKpzKa5u7sjLS3N9P9hw4YhNTUV58+fBwCcPn0aaWlpGDt2rC3VIyIionbKxZbCN27cgF6vh7+/v9l0f39/nD171uJ74uPjsWbNGowaNQrh4eFITU3Frl27oNfrTWWSkpKg0WjQp08fKBQK6PV6rFq1CpMmTbJal6qqKlRVVZn+r9FobFkVIiIiakNa/S6hdevWoXfv3ujTpw+USiXmzJmD6dOnQy6/s+iPP/4Y27dvx4cffoisrCy8//77+Ne//oX333/f6nyTk5OhVqtNr5CQkNZeFSIiInISmwJLt27doFAoUFRUZDa9qKgIAQEBFt/j6+uL3bt3o7y8HFeuXMHZs2fh6emJXr16mcr84x//QFJSEp544gn069cPU6ZMwbx585CcnGy1LgsWLEBpaanpdfXqVVtWhYiIiNoQmwKLUqnE4MGDkZqaappmMBiQmpqK2NjYRt+rUqkQHByMmpoafPLJJ5gwYYLpbxUVFWYtLgCgUChgMBiszs/NzQ3e3t5mLyIiImqfbOrDAgCJiYmYNm0ahgwZgujoaKxduxbl5eWYPn06AGDq1KkIDg42tY4cO3YM+fn5iIqKQn5+PpYtWwaDwYD58+eb5jl+/HisWrUKPXr0wD333IOTJ09izZo1eOqpp+y0mkRERNSW2RxYJk6ciOvXr2PJkiUoLCxEVFQUUlJSTB1x8/LyzFpLtFotFi1ahEuXLsHT0xMJCQnYunUrOnfubCqzfv16LF68GM8++yyKi4sRFBSEZ555BkuWLGn5GhIREVGbZ/M4LFLFcViIiIjanlYZh4WIiIjIGRhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8lycXQEisq7wlhYPrz8MjbYG3ioX7H1uFAI6q5xdLSIih2NgIZKovou/QGW1wfT/G+XVuHd1Ktxd5TizcqwTa0ZE5Hi8JEQkQfXDSl2V1Qb0XfyFg2tERORcDCxEElN4S2s1rBhVVhtQeEvroBoRETkfAwuRxDy8/rBdyxERtQcMLEQSo9HW2LUcEVF70KzAsmHDBoSGhkKlUiEmJgYZGRlWy1ZXV2PFihUIDw+HSqXCgAEDkJKS0qBcfn4+Jk+ejK5du8Ld3R39+vXDiRMnmlM9ojbNWyWuL7zYckRE7YHNgWXnzp1ITEzE0qVLkZWVhQEDBiA+Ph7FxcUWyy9atAibNm3C+vXrkZOTg5kzZ+Kxxx7DyZMnTWV+/fVXDB8+HK6urvjiiy+Qk5OD1157DV26dGn+mhG1UXufG2XXckRE7YFMEATBljfExMRg6NChePPNNwEABoMBISEheO6555CUlNSgfFBQEF588UXMnj3bNO3xxx+Hu7s7tm3bBgBISkrCd999hyNHjjR7RTQaDdRqNUpLS+Ht7d3s+RBJQWN3CQHgrc1E1G6IPX7b1MKi0+mQmZmJuLi4OzOQyxEXF4f09HSL76mqqoJKZT7Qlbu7O9LS0kz///zzzzFkyBD88Y9/hJ+fHwYOHIjNmzc3WpeqqipoNBqzF1F7cWblWLi7Wv55MqwQUUdkU2C5ceMG9Ho9/P39zab7+/ujsLDQ4nvi4+OxZs0aXLhwAQaDAQcOHMCuXbtQUFBgKnPp0iVs3LgRvXv3xpdffolZs2bh+eefx/vvv2+1LsnJyVCr1aZXSEiILatCJHlnVo7F0aQH0a2TK5QKGbp1csXRpAcZVoioQ7LpktC1a9cQHByM77//HrGxsabp8+fPx6FDh3Ds2LEG77l+/TpmzJiBPXv2QCaTITw8HHFxcdiyZQsqKysBAEqlEkOGDMH3339vet/zzz+P48ePN9pyU1VVZfq/RqNBSEgILwkRERG1Ia1ySahbt25QKBQoKioym15UVISAgACL7/H19cXu3btRXl6OK1eu4OzZs/D09ESvXr1MZQIDAxEREWH2vr59+yIvL89qXdzc3ODt7W32IiIiovbJpsCiVCoxePBgpKammqYZDAakpqaatbhYolKpEBwcjJqaGnzyySeYMGGC6W/Dhw/HuXPnzMqfP38ePXv2tKV6RERE1E7ZPJBDYmIipk2bhiFDhiA6Ohpr165FeXk5pk+fDgCYOnUqgoODkZycDAA4duwY8vPzERUVhfz8fCxbtgwGgwHz5883zXPevHkYNmwYXn75ZfzpT39CRkYG3nnnHbzzzjt2Wk0iIiJqy2wOLBMnTsT169exZMkSFBYWIioqCikpKaaOuHl5eZDL7zTcaLVaLFq0CJcuXYKnpycSEhKwdetWdO7c2VRm6NCh+PTTT7FgwQKsWLECYWFhWLt2LSZNmtTyNSQiIqI2z+ZxWKSK47AQERG1Pa3S6ZaIiIjIGRhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8hhYiIiISPIYWIiIiEjyGFiIiIhI8lycXQEisk5vEJCRW4LiMi38vFSIDvOBQi5zdrWIiByOgYVIolKyC7B8Tw4KSrWmaYFqFZaOj8CYyEAn1oyIyPF4SYhIglKyCzBrW5ZZWAGAglItZm3LQkp2gZNqRkTkHAwsRBKjNwhYvicHgpW/CwCW78mB3mCtBBFR+8PAQiQxGbklDVpW6iso1SIjt8RBNSIicj4GFiKJuVpSbtdyRETtAQMLkcTsPH7VruWIiNoDBhYiibldVWPXckRE7QEDC5HE9PDxsGs5IqL2gIGFSGJenzjQruWIiNoDBhYiifFUuaB/d+9Gy/Tv7g1PFcd9JKKOg4GFSII+nzPSamjp390bn88Z6eAaERE5F0/RiCTq8zkjcVtbg3k7TyLv10r06OKO1ycOZMsKEXVI3PMRSZinygWbpw11djWIiJyuWZeENmzYgNDQUKhUKsTExCAjI8Nq2erqaqxYsQLh4eFQqVQYMGAAUlJSrJZfvXo1ZDIZ5s6d25yqERERUTtkc2DZuXMnEhMTsXTpUmRlZWHAgAGIj49HcXGxxfKLFi3Cpk2bsH79euTk5GDmzJl47LHHcPLkyQZljx8/jk2bNqF///62rwkRERG1WzYHljVr1mDGjBmYPn06IiIi8Pbbb8PDwwNbtmyxWH7r1q1YuHAhEhIS0KtXL8yaNQsJCQl47bXXzMrdvn0bkyZNwubNm9GlS5fmrQ0RERG1SzYFFp1Oh8zMTMTFxd2ZgVyOuLg4pKenW3xPVVUVVCqV2TR3d3ekpaWZTZs9ezbGjRtnNu/GVFVVQaPRmL2IiIiofbIpsNy4cQN6vR7+/v5m0/39/VFYWGjxPfHx8VizZg0uXLgAg8GAAwcOYNeuXSgoKDCV2bFjB7KyspCcnCy6LsnJyVCr1aZXSEiILatCREREbUirj8Oybt069O7dG3369IFSqcScOXMwffp0yOW1i7569SpeeOEFbN++vUFLTGMWLFiA0tJS0+vqVT4IjoiIqL2yKbB069YNCoUCRUVFZtOLiooQEBBg8T2+vr7YvXs3ysvLceXKFZw9exaenp7o1asXACAzMxPFxcUYNGgQXFxc4OLigkOHDuGNN96Ai4sL9Hq9xfm6ubnB29vb7EVERETtk02BRalUYvDgwUhNTTVNMxgMSE1NRWxsbKPvValUCA4ORk1NDT755BNMmDABAPDggw/ixx9/xKlTp0yvIUOGYNKkSTh16hQUCkUzVouIiIjaE5sHjktMTMS0adMwZMgQREdHY+3atSgvL8f06dMBAFOnTkVwcLCpP8qxY8eQn5+PqKgo5OfnY9myZTAYDJg/fz4AwMvLC5GRkWbL6NSpE7p27dpgOhEREXVMNgeWiRMn4vr161iyZAkKCwsRFRWFlJQUU0fcvLw8U/8UANBqtVi0aBEuXboET09PJCQkYOvWrejcubPdVoKIiIjaN5kgCIKzK2EPGo0GarUapaWl7M9CRETURog9fvNpzURERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHk2j8NCRI6jNwjIyC1BcZkWfl4qRIf5QCGXObtaREQOx8BCJFEp2QVYvicHBaVa07RAtQpLx0dgTGSgE2tG1H7wpKDtYGAhkqCU7ALM2paF+qM6FpZqMWtbFjZOHsTQQtRCPCloW9iHhUhi9AYBy/fkNAgrAEzTlu/Jgd7QLgapJnIK40lB3bAC3DkpSMkucFLNyBoGFiKJycgtabATrUsAUFCqRUZuieMqRdSO8KSgbWJgIZKY4jLrYaU55YjIHE8K2iYGFiKJ8fNS2bUcEZnjSUHbxMBCJDHRYT4IVDceRgLVtXczEJHteFLQNvEuIRtdLLyNsW8cQrUBcJUDXzx/H+4K8HR2tagdUchliAz2brTJOjLYm7deEjWT8aSgsFRrsR+LDEAATwokhy0sNghL2oe4tbVhBQCqDUDc2kMIS9rn3IpRu6KrMSD1THGjZVLPFENXY3BQjYjaF4VchqXjIwDUhpO6jP9fOj6CJwUSw8AiUljSPotJHKjtoMXQQvayNf0ymro5wSDUliOi5hkTGYiNkwchoN7l1wC1iuMcSRQvCYlwsfC21bBiJPxWjpeHqKWulFTYtRwRWTYmMhCjIwI40m0bwcAiwtg3Dokud+Hlca1cG2rvevp42LUcEVmnkMsQG97V2dUgEXhJSIRqkV0FxJYjasyU2FA0dYInl9WWIyLqKBhYRHAV+SmJLUfUGKWLHDNGhjVaZsbIMChd+IUjoo6DezwRvnj+PruWI2rKgoQIPDMqrEFLi1wGPDMqDAsSIpxTMSIiJ2EfFhHuCvCEDGi0463st3JE9rIgIQJ/f6gPtqZfxpWSCvT08cCU2FC2rBBRhyQTBKFdPN1Jo9FArVajtLQU3t7erbIMa7c2ywDkrmZnWyIiIluJPX6zhcUGuavHcaRbIiIiJ2BgsdFdAZ68dZmIiMjBGFiIJExvEDioFRERGFiIJCsluwDL9+SYPQQxUK3C0vERHDaciDoc3m5AJEEp2QWYtS2rwRObC0u1mLUtCynZBU6qGRGRczCwEEmM3iBg+Z4ci3ekGact35MDfVNPSCQiakcYWIgkJiO3pEHLSl0CgIJSLTJySxxXKSIiJ2NgIZKY4jLrYaU55YiI2gMGFiKJ8fNS2bUcEVF7wMBCJDHRYT4IVKtg7eZlGWrvFooO83FktYiInIqBhUhiFHIZlo6vfbhh/dBi/P/S8REcj4WIHEJvEJD+8018diof6T/fdFqHf47DQiRBYyIDsXHyICz7/CcUaqpM0/293bDskXs4DgsROYSUxoNiCwuRpFlrYyEial3WxoMqcNJ4UAwsRBJk3FEUasx3FEUaDhxHRK2vsfGggNrhFRw9HhQDC5HEiBk47sVPs/Fp1i9OvZ5MRO1XU+NBAY4fD4p9WIgkRszAcTfLdZj38WkAfL4QEdlf7o0y0eViw7u2cm1qNauFZcOGDQgNDYVKpUJMTAwyMjKslq2ursaKFSsQHh4OlUqFAQMGICUlxaxMcnIyhg4dCi8vL/j5+eHRRx/FuXPnmlM1ojbP1gHh+HwhIrK3t7752a7l7MHmwLJz504kJiZi6dKlyMrKwoABAxAfH4/i4mKL5RctWoRNmzZh/fr1yMnJwcyZM/HYY4/h5MmTpjKHDh3C7NmzcfToURw4cADV1dV46KGHUF5e3vw1I2qjbB0Qjs8XIiJ7u11VY9dy9iATBMGmPVxMTAyGDh2KN998EwBgMBgQEhKC5557DklJSQ3KBwUF4cUXX8Ts2bNN0x5//HG4u7tj27ZtFpdx/fp1+Pn54dChQxg1apSoemk0GqjVapSWlsLb29uWVSKSFL1BwIhXDqKwVGu1w5s1H82412HNs0TUfj205lucL2660eBuv074KvH+Fi1L7PHbphYWnU6HzMxMxMXF3ZmBXI64uDikp6dbfE9VVRVUKvMzRnd3d6SlpVldTmlpKQDAx8f6SJ5VVVXQaDRmL6L2oLGB45rC5wsRkT3seHqYXcvZg02B5caNG9Dr9fD39zeb7u/vj8LCQovviY+Px5o1a3DhwgUYDAYcOHAAu3btQkGB5evtBoMBc+fOxfDhwxEZGWm1LsnJyVCr1aZXSEiILatCJGnGgeMC1LZdHuLzhYjIHnw8lfD1VDZaxtdTCZ8mythTq9/WvG7dOvTu3Rt9+vSBUqnEnDlzMH36dMjllhc9e/ZsZGdnY8eOHY3Od8GCBSgtLTW9rl692hrVJ3KaMZGBSPu/3+OjGffi9YlR8OnkarUsny9ERPZ2fNFoq6HF11OJ44tGO7Q+Nt3W3K1bNygUChQVFZlNLyoqQkBAgMX3+Pr6Yvfu3dBqtbh58yaCgoKQlJSEXr16NSg7Z84c7N27F4cPH0b37t0brYubmxvc3NxsqT5Rm6OQy0x9Utxd5Zi1LQsAzPq28PlCRNRaji8ajZLbOjzxzvcoLtPBz0uJHU8Pc2jLipFNLSxKpRKDBw9GamqqaZrBYEBqaipiY2Mbfa9KpUJwcDBqamrwySefYMKECaa/CYKAOXPm4NNPP8XBgwcRFhZm42oQtX/WLhMFqFXYOHkQx2Eholbh46nEV4n349TSh/BV4v1OCStAMwaOS0xMxLRp0zBkyBBER0dj7dq1KC8vx/Tp0wEAU6dORXBwMJKTkwEAx44dQ35+PqKiopCfn49ly5bBYDBg/vz5pnnOnj0bH374IT777DN4eXmZ+sOo1Wq4u7vbYz2J2oUxkYEYHRGAjNwSFJdp4edVexmILStE1N7ZHFgmTpyI69evY8mSJSgsLERUVBRSUlJMHXHz8vLM+qdotVosWrQIly5dgqenJxISErB161Z07tzZVGbjxo0AgPvvv99sWe+++y7+8pe/2L5WRO1Y3ctEREQdhc3jsEgVx2EhIiJqe1plHBYiIiIiZ2BgISIiIsljYCEiIiLJY2AhIiIiyWNgISIiIsljYCEiIiLJY2AhIiIiyWNgISIiIsljYCEiIiLJY2AhIiIiybP5WUJERETtha7GgK3pl3GlpAI9fTwwJTYUSheey0sRAwsREXVIyftzsPlILgx1nqi3av8ZzBgZhgUJEc6rGFnEwEJERB1O8v4cbDqc22C6QYBpOkOLtLDdi4iIOhRdjQGbjzQMK3VtPpILXY3BQTUiMRhYiIioQ9maftnsMpAlBqG2HEkHAwsREXUoV0oq7FqOHIOBhYiIOpSePh52LUeOwcBCREQdypTYUMhljZeRy2rLkXQwsBARUYeidJFjxsiwRsvMGBnG8Vgkhrc1ExFRh2O8Zbn+OCxyGTgOi0TJBEFooq9026DRaKBWq1FaWgpvb29nV4eIiNoAjnTrfGKP32xhISKiDkvpIsdfR/ZydjVIBMZIIiIikjwGFiIiIpI8BhYiIiKSPAYWIiIikjwGFiIiIpI8BhYiIiKSPAYWIiIikjwGFiIiIpI8BhYiIiKSPAYWIiIikjwGFiIiIpI8PkvIRiW3dXjine9RXKaDn5cSO54eBh9PpbOrRURE7QSPM5bxac02GPrSAVy/rWsw3ddTieOLRrfKMomIqOPoiMcZscdvXhISydqXCACu39Zh6EsHHFwjIiJqT3icaRwDiwglt3VWv0RG12/rUNJEGSIiIkt4nGkaA4sIT7zzvV3LERER1cXjTNMYWEQoLhOXaMWWIyIiqovHmaY1K7Bs2LABoaGhUKlUiImJQUZGhtWy1dXVWLFiBcLDw6FSqTBgwACkpKS0aJ6O5uclrne22HJERER18TjTNJsDy86dO5GYmIilS5ciKysLAwYMQHx8PIqLiy2WX7RoETZt2oT169cjJycHM2fOxGOPPYaTJ082e56OtuPpYXYtR0REVBePM02zObCsWbMGM2bMwPTp0xEREYG3334bHh4e2LJli8XyW7duxcKFC5GQkIBevXph1qxZSEhIwGuvvdbseTqaj6cSvk3cA+/rqeR98kRE1Cw8zjTNpsCi0+mQmZmJuLi4OzOQyxEXF4f09HSL76mqqoJKpTKb5u7ujrS0tGbP0zhfjUZj9mpNxxeNtvplas/3xxMRkWPwONM4m0a6vXHjBvR6Pfz9/c2m+/v74+zZsxbfEx8fjzVr1mDUqFEIDw9Hamoqdu3aBb1e3+x5AkBycjKWL19uS/Vb7Pii0RyBkIiIWg2PM9a1+tD869atw4wZM9CnTx/IZDKEh4dj+vTpLb7cs2DBAiQmJpr+r9FoEBIS0tLqNknt4YrlE/qhuEwLPy8V1B6urb5MIiLqOHw8lfgq8X5nV0NybAos3bp1g0KhQFFRkdn0oqIiBAQEWHyPr68vdu/eDa1Wi5s3byIoKAhJSUno1atXs+cJAG5ubnBzc7Ol+i2Wkl2A5XtyUFCqNU0LVKuwdHwExkQGOrQuREREHYlNfViUSiUGDx6M1NRU0zSDwYDU1FTExsY2+l6VSoXg4GDU1NTgk08+wYQJE1o8T0dKyS7ArG1ZZmEFAApLtZi1LQsp2QVOqhkREVH7Z/MlocTEREybNg1DhgxBdHQ01q5di/LyckyfPh0AMHXqVAQHByM5ORkAcOzYMeTn5yMqKgr5+flYtmwZDAYD5s+fL3qezqY3CFi+JweWnhIpAJABWL4nB6MjAqCQyxxcOyIiovbP5sAyceJEXL9+HUuWLEFhYSGioqKQkpJi6jSbl5cHufxOw41Wq8WiRYtw6dIleHp6IiEhAVu3bkXnzp1Fz9PZMnJLGrSs1CUAKCjVIiO3BLHhXR1XMSIiog5CJgiCpYaDNkfs46mb47NT+Xhhx6kmy617IgoTooLtumwiIqL2TOzxm88SEsHPS9V0IRvKERERkW0YWESIDvNBoFoFa71TZKi9Wyg6zMeR1SIiIuowGFhEUMhlWDo+AgAahBbj/5eOj2CHWyIiolbCwCLSmMhAbJw8CAFq88s+AWoVNk4exHFYiIiIWlGrj3TbnoyJDMToiABk5JaYRrqNDvNhywoREVErY2CxkUIu463LREREDsZLQkRERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5DCxEREQkeQwsREREJHkMLERERCR5Ls6uQFtTqdPj5f05uHyzAqFdPbAwIQLuSoWzq0VE1O7oagzYmn4ZV0oq0NPHA1NiQ6F04Xl2RyUTBEFwdiXsQaPRQK1Wo7S0FN7e3q2yjBkfHMeBnOIG00dH+GHz1KGtskwioo4oeX8ONh/JhaHOEUouA2aMDMOChAjnVYzsTuzxm1FVJGthBQAO5BRjxgfHHVwjIqL2KXl/DjYdNg8rAGAQgE2Hc5G8P8c5FSOnalZg2bBhA0JDQ6FSqRATE4OMjIxGy69duxa/+93v4O7ujpCQEMybNw9ardb0d71ej8WLFyMsLAzu7u4IDw/HypUrIZXGn0qd3mpYMTqQU4xKnd5BNSIiap90NQZsPpLbaJnNR3KhqzE4qEYkFTYHlp07dyIxMRFLly5FVlYWBgwYgPj4eBQXWz6gf/jhh0hKSsLSpUtx5swZ/Oc//8HOnTuxcOFCU5lXXnkFGzduxJtvvokzZ87glVdewauvvor169c3f83s6GWRaV5sOSKx8ksq0X9ZCsIX7EP/ZSnIL6l0dpWIWtXW9MsNWlbqMwi15ahjsbnT7Zo1azBjxgxMnz4dAPD2229j37592LJlC5KSkhqU//777zF8+HD8+c9/BgCEhobiySefxLFjx8zKTJgwAePGjTOV+eijj5psuXGUyzcr7FqOSIy7X9wPnf7Onluj1WP4qwehVMhwflWCE2tG1HqulIjbj4otR+2HTS0sOp0OmZmZiIuLuzMDuRxxcXFIT0+3+J5hw4YhMzPTFD4uXbqE/fv3IyEhwaxMamoqzp8/DwA4ffo00tLSMHbsWKt1qaqqgkajMXu1ltCuHnYtR9SU+mGlLp1ewN0v7ndwjYgco6ePuP2o2HLUftgUWG7cuAG9Xg9/f3+z6f7+/igsLLT4nj//+c9YsWIFRowYAVdXV4SHh+P+++83uySUlJSEJ554An369IGrqysGDhyIuXPnYtKkSVbrkpycDLVabXqFhITYsio2WSiyR7rYckSNyS+ptBpWjHR6gZeHqF2aEhsKuazxMnJZbTnqWFr9LqFvv/0WL7/8Mt566y1kZWVh165d2LdvH1auXGkq8/HHH2P79u348MMPkZWVhffffx//+te/8P7771ud74IFC1BaWmp6Xb16tdXWwV2pwOgIv0bLjI7w43gsZBdj3zhk13JEbYnSRY4ZI8MaLTNjZBjHY+mAbOrD0q1bNygUChQVFZlNLyoqQkBAgMX3LF68GFOmTMHf/vY3AEC/fv1QXl6Op59+Gi+++CLkcjn+8Y9/mFpZjGWuXLmC5ORkTJs2zeJ83dzc4ObmZkv1W2Tz1KEch4UcorxK3N1mYssRtTXGcVY4DgvVZVNgUSqVGDx4MFJTU/Hoo48CAAwGA1JTUzFnzhyL76moqIBcbp6EFYralgjjbcvWyhgM0rptbfPUoRzpllpdJzcFNNqmw0gnN37vqP1akBCBvz/UhyPdkonNdwklJiZi2rRpGDJkCKKjo7F27VqUl5eb7hqaOnUqgoODkZycDAAYP3481qxZg4EDByImJgYXL17E4sWLMX78eFNwGT9+PFatWoUePXrgnnvuwcmTJ7FmzRo89dRTdlxV+3BXKrDy0X7Orga1Y188fx+Gv3pQVDmi9kzpIsdfR/ZydjVIImwOLBMnTsT169exZMkSFBYWIioqCikpKaaOuHl5eWatJYsWLYJMJsOiRYuQn58PX19fU0AxWr9+PRYvXoxnn30WxcXFCAoKwjPPPIMlS5bYYRWJ2pZgH3coFbJGO94qFTIE+7g7sFZERM7FZwkRSZS1W5s5DgsRtSdij998WjORRJ1flYD8kkqMfeMQyqv06OSmwBfP38eWFSLqkBhYiCQs2McdPywb4+xqEBE5HbtbExERkeQxsBAREZHkMbAQERGR5DGwEBERkeQxsBAREZHkMbAQERGR5PG2ZiIJ09UY+CwVolbE58OZ0xsEZOSWoLhMCz8vFaLDfKCQy5xdLQAc6ZZIspL35/BptUStaMYHx3Egp7jB9NERftg8dagTauRcKdkFWL4nBwWlWtO0QLUKS8dHYExkYKstV+zxm6dqRBKUvD8Hmw6bhxUAMAjApsO5SN6f45yKEbUT1sIKABzIKcaMD447uEbOlZJdgFnbsszCCgAUlmoxa1sWUrILnFSzOxhYiCRGV2PA5iO5jZbZfCQXuhqDg2pE1L5U6vRWw4rRgZxiVOr0DqqRc+kNApbvyYGlyy3Gacv35EBf/wzKwRhYiCRma/rlBi0r9RmE2nJEZLuXRbZQii3X1mXkljRoWalLAFBQqkVGbonjKmUBAwuRxFwpqbBrOSIyd/mmuN+O2HJtXXGZ9bDSnHKthYGFSGJ6+njYtRwRmQvtKu63I7ZcW+fnpbJrudbCwEIkMVNiQ9HUXYRyWW05IrLdQpF32Ykt19ZFh/kgUK2Ctd2ODLV3C0WH+TiyWg0wsBBJjNJFjhkjwxotM2NkGMdjIWomd6UCoyP8Gi0zOsKvw4zHopDLsHR8bTirH1qM/186PsLp47Fwj0ckQQsSIvDMqLAGLS1yGfDMKI7DQtRSm6cOtRpaOuI4LGMiA7Fx8iAEqM0v+wSoVdg4eVCrjsMiFgeOI5IwjnRL1Lo40q05Z4x0K/b4zcBCRERETsORbomIiKjdYGAhIiIiyWNgISIiIsljYCEiIiLJY2AhIiIiyWNgISIiIsljYCEiIiLJY2AhIiIiyWNgISIiIslzcXYF7MU4YK9Go3FyTYiIiEgs43G7qYH3201gKSsrAwCEhIQ4uSZERERkq7KyMqjVaqt/bzfPEjIYDLh27Rq8vLwgk9nvQU0ajQYhISG4evUqn1EkQdw+0sVtI23cPtLWkbaPIAgoKytDUFAQ5HLrPVXaTQuLXC5H9+7dW23+3t7e7f5L05Zx+0gXt420cftIW0fZPo21rBix0y0RERFJHgMLERERSR4DSxPc3NywdOlSuLm5ObsqZAG3j3Rx20gbt4+0cfs01G463RIREVH7xRYWIiIikjwGFiIiIpI8BhYiIiKSPAYWIiIikjwGliZs2LABoaGhUKlUiImJQUZGhrOr1OEkJydj6NCh8PLygp+fHx599FGcO3fOrIxWq8Xs2bPRtWtXeHp64vHHH0dRUZGTatxxrV69GjKZDHPnzjVN47Zxrvz8fEyePBldu3aFu7s7+vXrhxMnTpj+LggClixZgsDAQLi7uyMuLg4XLlxwYo07Dr1ej8WLFyMsLAzu7u4IDw/HypUrzZ6pw+1Th0BW7dixQ1AqlcKWLVuEn376SZgxY4bQuXNnoaioyNlV61Di4+OFd999V8jOzhZOnTolJCQkCD169BBu375tKjNz5kwhJCRESE1NFU6cOCHce++9wrBhw5xY644nIyNDCA0NFfr37y+88MILpuncNs5TUlIi9OzZU/jLX/4iHDt2TLh06ZLw5ZdfChcvXjSVWb16taBWq4Xdu3cLp0+fFh555BEhLCxMqKysdGLNO4ZVq1YJXbt2Ffbu3Svk5uYK//3vfwVPT09h3bp1pjLcPncwsDQiOjpamD17tun/er1eCAoKEpKTk51YKyouLhYACIcOHRIEQRBu3boluLq6Cv/9739NZc6cOSMAENLT051VzQ6lrKxM6N27t3DgwAHhvvvuMwUWbhvn+r//+z9hxIgRVv9uMBiEgIAA4Z///Kdp2q1btwQ3Nzfho48+ckQVO7Rx48YJTz31lNm0P/zhD8KkSZMEQeD2qY+XhKzQ6XTIzMxEXFycaZpcLkdcXBzS09OdWDMqLS0FAPj4+AAAMjMzUV1dbbat+vTpgx49enBbOcjs2bMxbtw4s20AcNs42+eff44hQ4bgj3/8I/z8/DBw4EBs3rzZ9Pfc3FwUFhaabR+1Wo2YmBhuHwcYNmwYUlNTcf78eQDA6dOnkZaWhrFjxwLg9qmv3Tz80N5u3LgBvV4Pf39/s+n+/v44e/ask2pFBoMBc+fOxfDhwxEZGQkAKCwshFKpROfOnc3K+vv7o7Cw0Am17Fh27NiBrKwsHD9+vMHfuG2c69KlS9i4cSMSExOxcOFCHD9+HM8//zyUSiWmTZtm2gaW9nPcPq0vKSkJGo0Gffr0gUKhgF6vx6pVqzBp0iQA4Paph4GF2pTZs2cjOzsbaWlpzq4KAbh69SpeeOEFHDhwACqVytnVoXoMBgOGDBmCl19+GQAwcOBAZGdn4+2338a0adOcXDv6+OOPsX37dnz44Ye45557cOrUKcydOxdBQUHcPhbwkpAV3bp1g0KhaHA3Q1FREQICApxUq45tzpw52Lt3L7755ht0797dND0gIAA6nQ63bt0yK89t1foyMzNRXFyMQYMGwcXFBS4uLjh06BDeeOMNuLi4wN/fn9vGiQIDAxEREWE2rW/fvsjLywMA0zbgfs45/vGPfyApKQlPPPEE+vXrhylTpmDevHlITk4GwO1THwOLFUqlEoMHD0ZqaqppmsFgQGpqKmJjY51Ys45HEATMmTMHn376KQ4ePIiwsDCzvw8ePBiurq5m2+rcuXPIy8vjtmplDz74IH788UecOnXK9BoyZAgmTZpk+je3jfMMHz68wRAA58+fR8+ePQEAYWFhCAgIMNs+Go0Gx44d4/ZxgIqKCsjl5odhhUIBg8EAgNunAWf3+pWyHTt2CG5ubsJ7770n5OTkCE8//bTQuXNnobCw0NlV61BmzZolqNVq4dtvvxUKCgpMr4qKClOZmTNnCj169BAOHjwonDhxQoiNjRViY2OdWOuOq+5dQoLAbeNMGRkZgouLi7Bq1SrhwoULwvbt2wUPDw9h27ZtpjKrV68WOnfuLHz22WfCDz/8IEyYMKHD3jbraNOmTROCg4NNtzXv2rVL6NatmzB//nxTGW6fOxhYmrB+/XqhR48eglKpFKKjo4WjR486u0odDgCLr3fffddUprKyUnj22WeFLl26CB4eHsJjjz0mFBQUOK/SHVj9wMJt41x79uwRIiMjBTc3N6FPnz7CO++8Y/Z3g8EgLF68WPD39xfc3NyEBx98UDh37pyTatuxaDQa4YUXXhB69OghqFQqoVevXsKLL74oVFVVmcpw+9whE4Q6Q+oRERERSRD7sBAREZHkMbAQERGR5DGwEBERkeQxsBAREZHkMbAQERGR5DGwEBERkeQxsBAREZHkMbAQERGR5DGwEBERkeQxsBAREZHkMbAQERGR5DGwEBERkeT9/zUWTi/oB2RWAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prior to further triage, lets visualize current county usage\n",
      "county and its use off by more than 0.02 ... 1 0.97193\n",
      "county and its use off by more than 0.02 ... 5 0.97821\n",
      "county and its use off by more than 0.02 ... 10 0.97944\n",
      "county and its use off by more than 0.02 ... 13 1.02394\n",
      "county and its use off by more than 0.02 ... 24 0.97988\n",
      "county and its use off by more than 0.02 ... 31 0.96818\n",
      "county and its use off by more than 0.02 ... 39 0.9752\n",
      "county and its use off by more than 0.02 ... 56 1.02221\n",
      "county and its use off by more than 0.02 ... 80 0.97491\n",
      "county and its use off by more than 0.02 ... 82 1.05058\n"
     ]
    },
    {
     "data": {
      "image/png": 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8OT5uF4HX27cGAXiltXGwLtQb4C0SmVlstDyPGVfTEOHljmf8fRHu6WbjN+YiEOFBWR54BuANbrj7QI+L9xWY2C8Usnos+RQQUJfocON0Djx8pOgQF4CbN1ORmJiIgoIC0wDftWtXswE+Nze3ygA/bdo0U59du3Y1G+Dffvtt0zNy5MiRuHDhAu7fv49WrVrBy681blw+U6ecmWnpOHknHc8PiHfYd9FQKA4cgFe/fhD5+tq1X2vGb8HCYiG/FZbg2Za+kJUrBlKWhYxlIHKxQT9bDNz19ERQUJCzRbE7lmrWFUscExMTsWfPHiQmJuLs2bNmbSrHMJBIJHjttdewZs0azJ8/3xTD4PTp05DL5Vi+fDkWL16M9evXw93dHUeOHDGtJvj4448xe/Zs/PDDD6a+Z7UNgJ9EjIi4iejm7QlDdgEy1Dr4S8XYkJ4HCcOgQG/A74UleC7AF/5SCUo5DsV6Dh+Et0EziQi/5CvxS74CQ1v4NErFpfIUnObg27hU3Aw3W43G539dwuAuAegd1gxiIWS5gJXotRyun8wGK2IQldAa4nL/kE6dOuHkyZNV2n/++eemzwEBAbh27VqNfV+6dKnGugMHDphtb/7+ukXyihkWfKM3CbgOwhPDQtxYBsFuUvhLJfCViOEhYl1OWQEAiYiFoZ5GszfeeAOhoUYfkdpiDmzZsgUdO3ZE+/btMWXKFJN3+b1799C/f3/4+PggNja22n2JCAMHDoSvnbX0Chwdw4BlWVM5EUGpVFZrqXqpVXN08/YEAPxvUHMsDAvCpGB/TA9piSlt/LEoLAg/x3XEi62a4yk/OZ4PaIZZbQPQXCoGwzAY5u+DmSEtcUulwfr0PFwrVTvk+3IUaZcLsH7aryjOU0EZ/3/4w2MI2vt7IbFvKN4eJkd78WqILPQHEhAAgNspebh6PAvhPQMQ+eRDZcUpMADH8XU2E7EMDA0gTkPh7AkZQWFpYkhZEQz1VOnHjRuHv/76C23btq2xzd27d/H222/j2LFjuHXrFnJzc7F582YAgLe3N5YvX46vv/66xv0//vhjtG/fvl7yWYKjYxhUMHjwYAQGBmL37t1Yv359vWRlGAaeIhGaS8Vwqyb0N8MwGOHvi+lt/JGm1mFdWm6jUVxCu7bAjI0D4dvSAy3lbnh3VCTS85RIyL8GPuU+oqLWOFtEgUYCx/FIOZQOeTM3xAxsA5mHxNkigWUZi56zLMOgbrVGwFIEhaWJIRGJ6m1heeqppxAcHFxrmz179uDZZ59FYGAgGIbBtGnT8M033wAAmjVrhvj4eHh6ela775UrV/D999+7RN6K+sYwqODIkSPIzs7G+PHjsWLFCofKWmFxmRHSEllaPT5Jy0Wyosyhx7QX+txcFHz+OYq//hrDj36JFqmXQOrGoXQJOB+tSo+kn+6hU+9AtGzrGP/E+iBiGegtsLAAANP43URdBsGHpYlhy5SQJaSnp5tZYEJDQ6tYL6pDr9djypQp2LJlC0QOzF7q6BgGlWFZFlOmTEHHjh2xYcMGh51TZZkHNffGwGZynCguxfr0PIS5SzGkhY9LTU/+sfMLtO/eC63DOiLj1VfRbu9e8DodCjZmo8X06WA9PJwtokAjIPeeEvdTixA3rK3N0z9lBg6lBg4gAs8bU+IQEYgAnniAUF5OpjqeAOLJVAaU1/NAWaneMku2C92XTQFBYbEjb7zxBvbv34+0tDSkpKTU6MexZcsWrFq1CjzPY+DAgdiwYQMkEkmtdVu3bjUltgKAzMxMPPXUU9i3b59Z3yKWBe+CGv3SpUvx3HPPoUuXLqapF2thGQZ6joOkFoXH0TEMcnJyIJPJ4OfnBwD49ttvER0dXa/zqS8Mw6Cfnxz9/OS4pdJgU8YDuItY9PP1QkcPmdNXfz314kSTDN7PjELpn39Ce+euoKwIWERmZibSLygQ2Lolug2peXraGrZ8cwUtmrmbrkuGBcAwxuXIxjXJxjqGAcOWr+BlGLM6ptJ2aKgP5DJLhs+aV3wKWI+gsNiRcePGYcGCBYiPr3kJW4UPSHJyMgICAjB69Ghs3rwZM2bMqLVu4sSJmDhxoqmfqKgovPjii1X6Z8pvQkcREhKC27dvm7bv3btXxXpRHX/88QfS09Oxbt06GAwGKJVKhIaG4uzZs6Ypl7pwY1modHr4uNf+tuXIGAbp6emYOnWqKbBd+/btsXPnzioyEBF4wLgEniMYypfDGzgOHGeAzmCArjxIXllZKRiJDDzPQ89zMHAEnudg4HlwPIHjeRh4DhxP4ImHgeeNganKg/OJiFDKcVhXpkaeRgciQoy7FENb+SM4OBjNmzcHwzAOtWxVprLCxHp5QtImBGee6IlBFiorCq0CDMPAW2q0aP1892fE+MeglVcrh8gr4Hz0ej3u3buH3NxctG7dGgUPitB3ZGTdO1qITC7F/47saLf+LIaB0zMcNyUEhcWOPPXUU3W2qewDAhizgL7//vuYMWNGrXWVOX36NPLy8vDss89WfxCex0u/ncbYNoEY08E+bygVjB07FvHx8ViyZAkCAgKwceNGvPDCC3Xud+zYMdPne/fuITY21mpLyzllGSTVOKc+iiOWOHI8jzd+uQoD547eK8qTopWPy6uvlwHXLz9sXP58YhhAzDBgWcb0u+D6dTwVGwixSAyRiIVYLAanVsPD2xsiloWYZSFmWEilUrizjHFbJIKYZfHhO2/j90OHkJWZgQO//4GY2FiIGQYSkQgiloW0PK7Ltq1bsXrxanzOcejRowfmzJkDlmWRlZWF9957D6mpqQgJCcHly5dNwfl+/fVXLFq0CKWlpWAYBiNHjsSqVauqBO+zlmblSvUgC9tvv7IdBeoCFGgKEN0iGmqDGkfSj2BI2yE2ySHgmmRnZ+POnTuQyWQICQlBx45GpeLyH/bNd+Usm6OzrZ1NDUFhaWBq8wGx1D9ky5YtePnll03TSI+y9Mme+Cv9Ph6UqaySberUqThw4ABycnIwdOhQyOVy3Lp1y8wyERYWhqVLl6Jfv34AgP79+2Pq1KkAAJVKhfDwcGi1WigUCgQHB+Pll1/GypUrrZKjJiI83eBRHtitIdEaeCTuv4Bp3dsiIaSZTX29l5eLV/r1rte+U1+ZgA+WLkF8fDxa+XijtU9VJ8S7d+/i3XffNbPSnTt3DjNmzEBhYSHWrl2L4uJiLFy4EKdOnYKnpye6du0KPz8/7Nq1C2FhYdBoNBg8eDC+/PJLJCYm2nS+1rD/9n7cU97Du33eBQAUqAvgIfGAntdDxAoB5poSPM8jOTkZnp6epmeJQxH0BptxBeVLUFgaGWVlZdi1axdOnTpVazsRw1jty7Jp06ZqyytbJgBgypQpmDJlSpV2Hh4eyMzMrPM4oaGhKC4utko2wPLAcfaE53nMPXoN/+gThu5BPjb3Z8stb6sFr2IV1++//w6JRIK+ffuiuLgYf/31l1nfbm5u9bKAVYdWqwXDMKYIwrUxLHQYijRF2H5lO64VXsOM2BngiEOpvtRmOQRch8LCQly8eBFPPPEEfHxsv6cswlmzMgzjvGM3QQSFpYGpzQfEEv+Q3bt3IzIyEhEREbUehwGE9f82ojXwSPzhAp6LDLKLsgI4/tll7SouX19fdOnSBSdPnkSfPn0AGB2L9+zZgx9//LHechQVFeHy5cvw8PBAbm4uBgwYAHd391r3kYqkeCXyFQDAHcUd/HLvFzR3a45ZT8yqtxwCrgPP87h48SIYhkFCQoJLvLE7HIaBoLHYD0FhaWBq8wGxxD9ky5YtmDx5cp3HYWvJRyRQO0qtHot/T0VuiRazeoXiyTa2TQO5Ov7+/sjLy0NWVha8vLwwatQoLFiwAN271523qSYuXbqEqKgoNGvWDAaDAX/++Sfi4uIsfqMO8wlDWNeweh9fwLUgIhw4cAD9+vVDs2Z130+KXDV+3H4cQMXqHWNyQTAAW76MhwGDbJEUnJtbFZWgYjsn6x62rXkLJcWF+GxFS7vmFQOA7du346OPPoJIJALDMFixYgVGjBjxsHPBwmJfqAmgUCgIACkUCocdY0tGXp1tXnvtNWrdujWJRCJq2bIltW/fnoiIJk+eTD/88IOp3ebNmyksLIzCwsJo0qRJpNPpLKq7fv06eXl5kVKprFOWpPvZ9PWla9acosvz7l9nHdr/7hvZ9Op/L9L4PcmUrlA55BhLv/7d5j7atm1LKSkp1datXr2apk6dato+cOAA9evXz6zNb7/9RjExMVX2PXnyJEVHR9N7771ns4z5+fmUlJRk2jYYDHT27FlKTU21uW+BxkVOTg79/PPPlJWVZdV+PM8Tx3FkMBhIr9eTTqcjrVZLGo2GVCoVlZWV0eI/T5OO40nH8aTneDLwxh+u/GfAgAG0detWIiLavXs3de/evcpxNm/eTAMGDCCtVks8z9Orr75Kq1evJiKiQ4cOUZcuXUzP3GXLltH06dOJiKigoIDkcjllZ2cTEdGxY8fI39/frO+CB/n05cHfrDpvV0Vx4ADpCwvt368V47dgYbEjtvqA1FXXqVMnlJSUWCQLWw8flseRQ7cf4Mi9AmQpNIgPbYbNI6Matam6vqu4SktL8Y9//APDhw9H//79ce/ePbMM1NaSlpaGsLCHFhKRSITu3bvj+vXruH37tll6Bp1OhwcPHoBhGPj7+9foTC7QeCguLsbNmzdhMBggl8vx9NNPW72sviL2SW2IWRaSGnJSVeQVO3ToEADjvTFz5kzcunXLLC5T5bxiADB8+HAsWbIE8+fPrzavWP/+/bF+/XrwPA8iQklJCQIDA1FcXFxDpHDhOWwvbFqzuGrVKjAMgzfffNNUtnnzZvTv3x/e3t5gGMYi58olS5ZUCsxj/OncubMtotmdxnbJsWAancwNyamsYvzv3hRcV6jwRq922PlcLKZ1C3FpZWXq1KkIDg5GZmYmhg4danrovvrqq9i/fz8AmK3i6tChA/z9/c1WcQUHB+P555/H1atXERwcjLfeegsAsGbNGpw5cwYHDx7ErFmzMHLkSEyePNkiJ+pHyczMhMFgMAXXq0zFfX3y5EmcOXMGp06dwuXLl1FWVgatVouLFy/ixIkTZr5cAo2DrKwsnDp1CidPnkR2djaCg4PRrVs3REVFNVgMoMo4Oq9YixYtsHHjRnTr1g1t27bFpEmTsG3btipykPDiaDfqbWE5e/YsNm3aVCXKp0qlwrBhwzBs2DDTw9ASIiMjceTIkYeCiV3L+OO6w1j1iBgGXBO7T+x1Ovtv5eHAjVzs+FsMRBbEdbEntlxHjlzFtXjxYixevNisjIiQlpaG48ePw8vLC126dKl1tY9arUZycjJatmyJnj171tiuffv2NSbAbNeuHQDgxIkTDk2SKWAfiAg3btxAQUEBWrVqhZ49e9ocu8eq49uhj8TERKSlpSEhIQHu7u4YPHiwySpTOa+YSCTCmDFjABjHJ4VCYVL0u3Tpgv/+978YM2YMrl27ZrpPGIYB08Sew86kXlpBaWkpXnzxRXz22WdYvny5WV2FteX333+3ThCx2LQUU8B2GJZBWqkKpzOzjHkyiBDh3xw+7m7OFs3p7LuSjW2jY5xy7Mb07GIYBqGhoQgNDUVJSQkuXboEg8EAIgLDMGjWrJnJMkJEEIvF6NGjh0VLmB9Fp9OZ9rtx4wZat25t79NpMhDxUKszoNFkQiLxhVTqD5msZYPLUVBQgMuXL6Nz584uZxEHHJ9XbM+ePaZVdgAwatQoTJo0CWlpaaYAeMIqIftSL4VlxowZGDlyJAYPHlxFYakvN2/eRKtWreDm5oY+ffpg5cqVNYZ812q10Gq1pm2lUmkXGZoSHZr5orNPIdIUxhgWJXoDjuc8wLyesc4VzMkYOB4ysZCk3Frkcjni4uJM21qtFqWlpWjTpg3c3CxTgrOzs/Hbb78hPDwcPM8jICDA5L9y6NAhhIWFQSQS4ebNm6bBQwDgOC0uX3kDXl6dIZUYp9nc3dvCzT0YBr0C+flHwXFqqNV6pKe3QUBAMDp27FjnMvL6olQqceXKFXh6euLJJ59sUIuKNTg6r1hYWBjOnz+PnJwcBAYG4uTJkzAYDGjTps3Dzl14irkxYrXCsmvXLiQnJ+Ps2bN2E6JXr17Ytm0bOnXqhOzsbCxduhRPPvkkLl++bHJ2qszKlSuxdOlSux2/KSITi/H3yHDTdl5pGb68ctOJErkGN4pVaO7R8NFyKyhKu43vN12usV4klWLUxOqdrl0JmUwGmUxWbZ1Go8GVK1eg0+mQkZGBrKwsPP3005BIJHj++edBRJBIJMjMzIS3tzc6duyILl264NSpUxCJRLh3757prRjaUkDm1cBn51y02gdQKi9Ao7kPgMCyMrQKeh4tWgyq1sfK19e4/Pz69b3o2LEFWrQIw/Xr16HT6UxtPDw80KxZMzRv3hxubm4gIpSVlaGwsBCFhYWmthXWs/T0dLz33nsoLi6Gl5cXVqxYgeDgYHAcB3d3d/To0QMsy9Z7OfC4ceNw4sQJZGdno6ioyFRubxyZV6xbt25YvHgxBg4cCIlEArFYjO+++85MgWdZDr1vrkXZnW/tfGaEmieYa6urPxJVJth+PezerzVYpbBkZGRg9uzZOHz4sMVvVZYwfPhw0+fo6Gj06tULbdu2xXfffVdtzJG33noLc+fONW0rlUpzrVagCiKw0N4uxuU7VXPsuD7GG9A9sP5vjKezirElJQMaPYe3nuxQ9w4OooV/S/xt8jM11n+/eX0DSmMdt2/fNq3mqW7gJCIQEdzc3NCpUyd4eXmhdevW+OKLL6DVaqvEv6h8z4rFYvj4+KB79+6QyWRQq9WQl94Bjv0L6DYB6GBpNqLGh8FQgoLCv6DV5gAApJLm8PHpVqOCUhM6fSl8fOTw8vLCE088YSonIqhUKhQWFuL69esm67SnpyeaNWuGzp07V3meL1q0CHPnzkViYiJ2796N5cuX4/Tp02a+hZ999hmSk5ORnJwMiUSC1157DWvWrMH8+fNx+PBhbN26FadPn4ZcLsfy5cuxePFirF9vvL6nTZuGDRs2ICAgoN7fmyU4Iq9YZWbPno3Zs2fXWM+IWBTFPouOT9UdO8vlubwPEDvXYmSVwnLu3Dnk5eWhW7dupjKO4/Dnn39i3bp10Gq1dvEG9/X1RXh4OG7dulVtfW1vdwLVI2FFaNOuLaL6tHO2KPXmr2PVXw91caOoDOvO3MPWUdEQN7CTrbW46oqC/Px8lJaWondv6/IgtWrVChOwB2FoDyRdAGL+B5BUfdmRy+Xo27cvACAhIcFY6N4Z6DwSOL0R4DkgvPEnQNTri/HnsTi0aDEIzfz6gcBDLJKjWbN+cHMLsrHvMkilVa1RDMPA09MTnp6eFr3YPboceNy4cZg1axbu3btnl+XAADB48GCbzrXRIMwI2RWrFJZBgwZV0TYnTpyIzp07Y+HChXZbulZaWorbt2/j5Zdftkt/AuUBF110MLQ3PM/jX6fuoUxvgJLnkVWoxpZnu7q8suLK3Lhxw6RQWINYLEYYMgBWBLh5AyfXGS/GmP8FvB8ZoDVKgGEBsQy4/Zvxd/TfAYMWKLwDXPjWuN1I/QJKSq4iK3s3OndajuYtBkAmbQmGsd81yRl0kMls91upbTlwZYUlLi4OmzZtwsyZM+Hu7l5lOfCGDRuQk5ODgIAAs+XAlkS6bUoIASbsh1UKi1wuR1RUlFmZp6cnmjdvbirPyclBTk6OyTpy6dIlyOVyhISEmC7UQYMGYcyYMaa5wHnz5mHUqFFo27YtsrKy8O6770IkEuF//ud/bD5BASNsI33IV8bS2/5ErhL5Gj0mxbWBD8MiwLvxrIySeXjh+011TAtV/CnpkW0AxHFgHJDZWCaT4XxpEXLv3MLgV2dAbElwNyLgwQ2g41DAvRnQaZixnDMAJ9YCHZ8GArsay1SFwP/rBDTvAMS8ALR7Csg4C2SeNSoo7RIAiTtw7COg1zRAVtW3zVUpLDqJEuVFeHl1QXjHdxwW64fnDRCJGi7oXn2XAz9eMMb7QMAu2P3q2bhxo5lDbEUW2K1bt5pS1d++fRv5+fmmNpmZmfif//kfFBQUwN/fH/Hx8Th16hT8/f3tLd5jCwOmyd83V/JL8MmZNBARlg0IR0uPxjdtOOLlRGeLUCsXDv8EtiZLlboIuPI9IA8ENApAeR8I6Ar8fbtR2ahAJAbi5wC3jgJ3/8TNzHy8snwn8otY+DQvw7adgxHZKhJo9dAPw5Tv5eefYCj9CP16dcenO/9jkYMnwzBmwcs++eQTPPnkk474eirJq0VBwTGUlF6Dr08c2rad6tDjAcblzixr+yPd0cuB7Yma47DwryQMCmqBIe1D7dq3XWgCL4ouhd0TAzgBV8kl1JDwPG/MtcHzZOA40nEcaQ0caQwcqQwcleoNVKo3kFKvJ4VeTzmlGtr0ayqVFqupRKEx/SiV6vIfDSmVGlIoNaQsMf4YDJyzT9OMDX/erFJ2KquIFv56nSZ+f54W/XaD8lU6s/pZs2ZR27ZtCUCN+XeIiD7//HPq0KEDhYWF0auvvmrK4XT37l1KSEggb2/vKvl3jh49Sj169KAuXbpQREQEzZ8/nziu9u9s+ef/texkqyE1NZX69OlDHTt2pO7du9Ply5ertOE4jv7xj39QZGQkderUiSZNmkRardZUv3r1aoqMjKQuXbrQ3/72NyoqKjLVjR07loKCggiAWXllzv20n+6eP2f8uZBMdy8k072kv+je8qfo3ooEuvefjynt26WUtncVZRz5knier/O86pXvZfwoWj1tBJGmpNZ8L0RU6/lYjE5FZNCRsjCZHuT/Rnl5v9CD/N+ooOA4FRadoeLiFCooOE5ZWXspLW0L3UhdTmVld2w7ppUcP/4+6fQau/SVkJBg9jeJi4ur0katVlNheW6ZBw8eUExMDO3fv99UX5E7qKysjJ5++mlau3ZtlT7s8bcpUqtp+l/JNvXhKBRlxXTm983OFsM+XNpLVPrA7t0KuYQcwD21FlMu37V7v4+GFbJmu8K0zFSqM/1UZDetVNaW43D8QjZA9HAfeuQ3Y/ysU+rQPMQb3Z9oZfM5OoJPU9JxLrMYHVt44bVubRDm41Ftu3HjxmHBggWIj4+vsa+7d+/i7bffRnJyMgICAjB69Ghs3rwZM2bMgLe3N5YvXw6FQlElEqyfnx927dqFsLAwaDQaDB48GF9++aXJkmhvpk6ditdeew2JiYnYs2cPEhMTq4QX2LJli0NXbkQNGIyy4iKA6KHFjjeAxn4IQATT1UmE1J93ILDPGIg9al6WXO98L39PxJJ338H85O248P1hxPfrW6ODZ73heSArGcg4Y7QYeTRDju43tI77AKxIBp7TgsgAnvQgXgeZrCW8vbtCLHbOdBURB5axzyPdkcuBAWDkyJG4cOECAGOU844dO1odbBQAFh9PAkPAU83sa7mxHwyYpm7abkjsri45gcfRwuJobmcW0+mzGURku5WitjqO42jOnDnUpUsX6tq1K/Xv359u3qxqSSEi+tvG4zTlx4s07cAlWvz7DavOx1EZjiszY8YMevfdd2ttU18LS25uLsnlctLr9URktLAFBARU+a5mzJhBK1asMG3v3buXunbtSkREH374IU2ZMsVUd+7cOZLL5VWOBXtYJIjo2jerqSzrdq1tkpKSKDw83KysR48edPToUbOyL774gnr16kUKhYJ0Oh2NHz/eJPuvP+6hdgHelP3jKuLTz9DcOW8SAMrPyzOdT7du3Sg6OprmzJlDpaWltQteVkB0dgvR8bVE6aeJOIOxnOcp/djU2vd1IseOLbPIotWUcHQGd1spLi2ms79tcrYY9uHyPqdbWIRlE07gjTfeQGhoKBiGwfnz52tst2XLFnTs2BHt27fHlClToNfrAQD37t1D//794ePjg9jY2Cr7Xbp0Cf3790eXLl3QpUsX7Nu3z2oZWREDKk9GNG7cOPz1119o27Ztje0rrBTHjh3DrVu3kJubi82bN9dZt3//fhw/fhwXLlzAxYsXMWjQIPzzn/+s9hgjvDyxeWRXfDoiCssTwqttUx/S09PNzi00NLRKgrS6yMnJwZ49e/DMMzXHWCHj2FkvGR2dyM0RSD29oS+1T9+JiYkYNmwYEhISkJCQgPDwcNN3MWDkWMx7ZyWeefc79H52IvxVRof/9GeNb/tpaWk4d+4cTpw4gQcPHmD+/PlVD0AE3E8Gjq8Frh8AosYBfWcBbXoaVzgBjcIfwZWTdz6OEMOAaUrJhJxsLRIUFidgqwJQMU3x9ddfV9lPpVJh9OjRWL58Oa5du4bLly/Xy8GQYRmAN35+6qmnakib/pA9e/bg2WefRWBgIBiGwbRp0/DNN9/UWccwDLRaLTQaDYgISqWyzmO5GkqlEqNGjcKCBQvQvXv3Gtvp9AZIHLy0utaBvdLKjd69e5uc2h21ckPq6Q2dsqjWNpUdPAHU6eCZkpKCEydOICIiooqDZ1LSOZxOuYz+iYsR3LoVYre9Bxz7F0IUZwBVITw9PTF9+nQcO3bMuJNeDdz5HTi5wRjrxaAxKindXjYuwRYQsBGCdckPb968ib59+yI8PBw9evTAlStXqrTheR7z5s1DVFQUOnfujMmTJ5tFNf7www8RFRWFiIgIjBkzBsXFxaa6cePGoVWrVmAYxqy8sSAoLE7AVgWgWbNmiI+Ph6enZ5X9vv76a/Tu3dvksyESieq12oplWRDPW9y+NitFbXWjRo1C//79ERgYiKCgIBw9ehTvvfdetcfIUeuqLbeVkJAQpKWlmbbv3btXYx6rRykpKcGwYcMwevRos+jL1aHR6CCtp3Jg34E9CadPn0b//v0dsnKjAomXD3SlxbW2qZzvBUCt+V6KiozKT0W+l4qcLoAx3wuAh/leFi4C02kIiqImQtUyDrh5GPzJT/Htmv/DE228gFMbgQu7AI8WQO/XjT9t+9ZpRXFtC0YTepO3EFc/Y2vlq/BTS01NxcKFC6v1h6vsp3bt2jWwLIs1a9YAgMlP7eTJk7h69Sri4uLMfO+mTZtWq1Xf1REUFhelvtMUV69ehUwmwzPPPIPY2FhMmDABDx48sPr4DZVjNCkpCZcvX8b9+/eRlZWFQYMGYdq0adW29ZTYP74IYHT03L9/v2mqZOPGjXjhhRfq3K+0tBTDhg3DsGHD8H//9391tldrNJDW8xwcNrBXqrM3Urkf9CpFne02bdqETZs2ITw8HKtWrTJz8Ny/fz8AQKFQoG/fvoiMjMSTTz6JadOmVXHwjIyMRExMDOLj400OntevX0fvp0cjZsL76PrqOhRIWuHfOw8AvacB3ScCgVFWTfVQDSZxW6d5a6urawr4Ia6sTD2ekDGghEVtKxzQX3rpJQDG51JGRkaViO+VHdAZhsHw4cOxY8cOU92jEYYr6gBjhOGWLRs+s7e9EBSWJobBYMCRI0ewadMmpKSkoHXr1nj99det7sdahaU2K0VtdV9++SUGDhwIX19fsCyLV155Bb/99lu1x/Cux2A/depUBAcHIzMzE0OHDjUN8JUHw7CwMCxduhT9+vVDhw4d4O/vj6lTjXEzVCoVgoOD8fzzz+Pq1asIDg7GW2+9BQBYs2YNzpw5g3379iE2NhaxsbFYsWJFjbJotDpIJfWffnHkwA4YV25UWP4iIyPRv3//essKAFJ5c+hKS+psV5HvJTU1FUlJSeja1RhM7vPPP8ezzz4L4GG+lytXruDatWtVlNpLly7hypUruHnzJt5552Fwtj59+uDixYu4cOECrly5gh07dtgUabUmC4sj/bxqmwI2F65+5yTgOMiKwHGN0U+toRGWNbsoISEhuH37tmnb0mmKkJAQDBgwAK1btwYAvPTSSxg6dKjVx2dhncIyduxYxMfHY8mSJQgICDCzUtRWFxYWhp9++gnz5s2DVCrFjz/+WCWasi1s2rSp2vLKyc8AYMqUKZgypWqWZA8PD2RmZlbbx+LFi6ssda4NjVYPmbT+t5yjE7kdOHCg3rJVh9S7OXSqUrv26WxqsrBUBMisjcrTvIDRPP/+++9jxowZtdZVTAHXtezXx6c9/jq+vBqhzTcZVo9+fRs22/26/aew6VQOnu/qZ5ShGtHqY9U9rSS8rqia/bzGfMVmcSGqaWgK78A8/FszFb+Y8iY1SFmp34q2er0aE8X66tvXk8c5wnDTOIsmSG2DfG38/e9/x5YtW6BUKuHt7Y2ffvoJMTExVh+fBUDlN+rUqVNx4MAB5OTkYOjQoZDL5bh165ZZTIbKVgoA6N+/v8lKUVvdjBkzcO3aNcTExEAikSAwMBAbN260Wt7GgFZbfx+WxojYyw96jcrZYrgM9fXzspSuUZalMqlWqXEwE4d0w7m0w5j/t15wd7dfqoyZX53DuhH2e8GxN4qSMtw9+pdFbV0/wrDzTXiPz9PThbBVAVCpVAgPD4dWq4VCoUBwcDBefvllrFy5EiEhIfjnP/+Jvn37gmVZtG7d2mRatgaGAfjyNwZbrRS11clkMnz22WdWy9cYUWt1cJM2XK4XZ8OwTW/G2bWdbl0XTzcp/DwkYO2UILfRUNlSUweV/dQSExNr9VNTq9Xw8/Mz+aktW7bMVJ+dnY2goKAG8VNraASFxQk4cpoCAF5++WWbM11b7irWcDT2gJEarR4y2eOjsAiYU9s0b32ngOuFk+6jZ+PC8N1fV/DywFi79enqjwSjfmu5lK4fYdi537igsAhUS0OtEnqc0Gh1cPesOUy9gOtj6dtyddTXz6up0CeiLbZ8eghKlRYznunlbHEaBIZhQJZHh2h0fmoNTdOz2QrYBWudbgXqRqszwO0xs7Bo1GUoTD0Nxd1kqDIvQ5d3C1SUBpTkAKpCQFsKGHSNxnxW05SQravR6rtSrTEhk0rwxYxh2JeSBY3Ovo6orgrLCK9+9kSwsAhUC8vY9jYpUBWN3gA3t8dLYflDG46CLA4GgxZ6gwEGzgCD3gDwHEDlv3kDiOeqdemrvKCjLiov+Kjpyq1x9YiF7TxFOlQX8tGRfl51TQE3FnieAIbBxH7tMHP9fnw+Z6yzRXI4DMPUvKpIwGoEhUWgWhgAvOBfaFc0Oj08ZDJni9Gg+PnI8Uz/vs4Ww27sPZYPInJJ59s///wSao3SuPHoeuEKCCgoZPDdd99Z1Gfl86zuBYZhGPyaySEoMKjuvmB8EWIZoHeHmjOCNyUYhm001sM6cYFrXlBYBKqFJdczZLqaPNai1XFwc5M6WwwBG2AYBhxPEIuc//B+FI1GiaFDZtbd0M5c++YPvPM/CQ1+3MaAMCNkXwSFxUICC3U4cuEGyAW0TADgtRwiugWhTVtfh/TPwfUcnHilY3IJNRRlPPDr/v9ALq0IQGWk1mdaxdwE0cM3nGrmK5jy/8kYW7PK5yrhrir1V6JSQ+7hbqpSKxWQeXiCFYvNj1sPylRNKw6LiGVg4AliF1yd+ziOi65o6TJHmBKyJ4LCYiEJejHcB3cAK3ONJ9W9bCXuZygdprDoeSp3GHMdRN6N2zrByzwwauQLaOZdNWllU+WTbw86WwS7ImIAHcfDzUF5rQSsozY/u5s3b+KVV15Bfn4+fHx8sG3bNrMAa4Ax8/GCBQtw8OBBGAwG9OvXD59++imkUuOz5sMPP8T27dvB8zw6deqErVu3wtfXF4AxHcOJEyeQnZ2NoqIiU3llWLYJTQm5AK72Eu26ELlCoD8TIoYB78AbgSeCyMUUlsaOzsDD3YbQ/I2TpvWwFrEsdHrO2WJUi3C3muMKmY8ZpqndAc5FUFgsxTbLuP3hCNIircO6N/AEEetKJ9z4MfA8ZI9RpNv6cPPmTfTt2xfh4eHo0aMHrly5UqUNz/OYN28eoqKi0LlzZ0yePBk63cPpwg8++AARERGIjY1F7969cebMGVPdjh07EBMTg6ioKAwaNMjq8PciVgQDb6j/CTqQx3FgrGlKyFUyHze5J6iTrUWP2+te/SG4lMbi6SuD4oEKh39Ktag9AWjTqTm6tG9uUXsDXG9KqLFDVG4ifszged7i8654K05MTMSePXuQmJiIs2fPmrWp/FYskUjw2muvYc2aNZg/fz7Onz+PDRs24MqVK/Dy8sLOnTsxc+ZMnDlzBtevX8f8+fORkpKCoKAg7Ny5E6+//rpVwbREIgm0eheNIfIYaiw1TQnVlvm4cqj7uLg4bNq0CTNnzoS7u3uVzMcbNmxATk4OAgICzDIfW5rx25hE0bZzFHiIoLBYCLnYlFAzTxkGvRxtcXuVjsPp3+9arLBwvHG+XsC1cPS8fAXvvvsu3nvvPaSkpCA2Nrbe8kolEpRpdJB71J3wruKtuCLz7NixYzFz5kzcunXLbJCp/FYMAMOHD8eSJUswf/58MAwDvV6PsrIyeHl5obi4GMHBxsgply9fRnR0NIKCjEtwR4wYgQkTJqCgoADNm1t2X4gYMfSGhnP+LirKxLFjuyBzq/v7k8qc4xuVrnxocXLk9VlWVoaBAwdCo9EAAIKCgtBi2AwAcfWW3dGZj6txd2/EuMCAQE0AhUJBAEihUDjsGCWnsog38HW2S01NpT59+lDHjh2pe/fudPny5SptOI6jf/zjHxQZGUmdOnWiSZMmkVarNdWvWrWKunTpQjExMdSrVy86ffq0qW7s2LEUFBREAKioqMhi+dU6PR395abF7W9kFlPS2QyL2zcEn3113tki2MTSr3+3uY8BAwbQ1q1biYho9+7d1L179yptNm/eTAMGDCCtVks8z9Orr75Kq1evJiKiQ4cOUZcuXUipVBIR0bJly2j69Olm+58+fZqGDx9Obdu2pZSUFJvk3X7gGGXkFljUNikpicLDw83KevToQUePHjUr++KLL6hXr16kUChIp9PR+PHjSS6Xm+pXr15N7u7u1Lp1awoLC6PMzEwiMt6bzZs3pxs3bhAR0Zo1awgAnTt3zuLzOZq8g27nZFnc3lZu3TpOly8fNCuzxzNm9erVFBkZSV26dKG//e1v1T5L3nnnHQJQ5zUwb9N/TZ8deX1yHGcqJyL617/+RaHdEqqVKTc3l+RyOen1eiIi4nmeAgIC6ObN2p+B33zzDcXHx1dbd/LkSQoODq5SXtuzmOd5OrVrZa3HbDRc+YFImWP3bq0Zvx8/+3R9sdDCYqujV4VJ+8yZMzh//jxmzpxplrzKEkev6mCsjKvCuaDT7eNuWm2IeXmVSoWZM2fWGLnVWtxlUijKNHbpq4LExEQMGzYMCQkJSEhIQHh4uOmt9+7du9i3bx9u3bqFzMxMzJkzB+PHjwcAdOzYERs3bsSECRPQvXt3FBQUwNfX16o3Zo5EELFWJIexEYNBC4nEPNigo51JAeDMmTM4e/Ys2rZtW6eMFdeSo69PlmVN5UQEpVJZ4yx95czHAGrNfFxUVAQApszHlbMbZ2dnA0C9Mx+7/rLrxoUwJWQpFsT0drRJGzA6etUHEcPg95IT+O+pP8tPh4we7JW0gIefCWqVAV1zdTifV7cpuqG4eN8DG9fW7bNTXTj36mKe2BLTydrHEIFBVoltUwkNMS+/YMECvP7662jTpo1Nslbg4e6GMrVlCkubNm2QnZ0Ng8EAsVgMIkJ6enqVrMUMw2DJkiVYsmQJAGDXrl2maYe9e/eia9euaNWqFQBg4sSJmDVrFnQ6HaRSKcaNG4dx48YBAHJycvDBBx9UGcRqg2VE4PmG82HR6zXw9PQzbdvjGVOdUtC/f3+sX78ewEOlde/evXjyySctlrWh/EYGDx6MS5cuwd/fH09O/bBGeVw/87GAtQgKixXUpS3b44aNiYnBnDlz0K5dOzRr1gwymQx//vmnzbKLwKCdZxle7vmqUbbyfxVyVv7sqnD5czH55X85W4x681v5gOBo6jsvf/jwYaSlpWHdunV2k8XTXYYSlWUKS+W34sTExFrfitVqNfz8/ExvxcuWLQNgTCK4detWlJaWwsvLCz/++CPCw8NNA3d2djaCgoLAcRwWLlyIGTNmwMPDw+LzkYil0OobzodFr9dAInkY1K8xKq2PYqvfyJEjR8DzPFasWIFvf/gCmDW82uMImY+bHsKUkBOor0nbNggihoWElUDCSiBmxRCxIohYEViGNSotLqysCJhbIADUaYFISUnBiRMnEBERYeb4OH36dCQlJeH06dPo378/goOD4e3tjV9//RXJyckIDQ1FaGgoMjMzMWLECPz3v/+tt8xyDzeo1JYvv9+0aRM2bdqE8PBwrFq1yuytuCLrsUKhQN++fREZGYknn3wS06ZNM70VjxkzBs8++yy6d++OmJgYrFmzBl9//bWp/0mTJiEiIgLh4eHw8fHB+++/b9X5SMViaBpUYdFCKnWvu+Ej1PaMqawU9O7dG/7+/gDMldaJEydafUxHX5+VYVkWU6ZMQerxn6yWU6DxIlhY7EhDmLQfbx5vhcoeFgjgoZXh0Xn5lStXYuXKlaZ2oaGh+P77721aJST3cEOZxnKFxda3YoZhqpxHZX7++WeLZakOqUgGncF2n5wrV44gPf0qWBFb61WtVCoQGTnEtG2PZwxgVAqmT58OADh16lS1SisAk9K6adMms6mS6nD09ZmTkwOZTAY/P+MU2bfffovmbSyfznMWbunHkbH9Dav3c1dlQO1hg5XLlNYD5SE5GOPv8s8MwwIMQOV2C6ZSHRgGZcXF8PRrVu48SHAvuQPfv3eHU2M8293l1wk0yCqhE/ctapeQkGDmJR8XF1eljVqtpsLCQiIievDgAcXExND+/fuJiGjv3r0UERFBJSUlRES0a9euKisniGr3TK8OTmugbQc3WtzeFfn8y7nOFsEmfl23zuY+rl+/Tr1796aOHTtSXFwcXbx4kYiIJk+eTD/88AMREeXk5FDnzp0pIiKCOnfuTJ9++qlZH1FRURQREUEdOnSgpUuXEs9Xv/rNHquEsgsU9MV+21dHuQpX0y/Q7xcP2NzPkSMbSKdT12tfW58xRERZWcaVTmVlZfT000/T2rVrqz2WJddA5dVvjrw+T58+TbGxsdS1a1eKioqi0aNH00v/+qFW2VyB5Z//t+5GjoLniXieeM5AvF5HnF5DnFZNBk0ZGdQlpFcpjT+lxaQrLSSdMp90inzSFueRKv8+aYtzSVuUQ7riB3Ttj4NUUmjZij9rsGb8FiwsdsZWR68xY8bg7Nmz6N69O2QyGTw9Pc1M2rY5ej3eFgqnY4cpN0fPy1emwufBFnw83aG2wsLi6rRqFogbmedt7sfAcRCJ6mcxdbQzqS048vrs2bMnUlJSzMpmfHWunpI+JjAVvokigBXZNAKI3OT2kckGBIXFzjjapG2To1ej11ce83XNjRB3mQQc55q5d+qD3N0HBkOpXfqqb9Tjxqa0CgjYC8Hp9nGhHmO9PfK6fPjhh4iKikJERATGjBmD4uJiG06ikfO4B5JpArCsDAwazulW4PFEePZWj6CwPCYQz1ttYWmIAFWPFcIqLAEBAQsQnr3VIygsjwkcz0HEWu7f3RBRVa2n7gHfHm8m6enpGDVqFDp16oSIiAh88sknprraMgHXyeNqYWnEehoRgecJXPmPgeNBROA4LXheCyKuxgR8AgL1wTWfva6B4MPymKDn9BAzlv+5XSXbqTl1Dwy2ZvslIowZMwaLFi3C888/DwDIzc0FgFozAVuCIe+BlefbRGgE4/m87w8iS1mEFnJJ1UrGqHNV6F2dfYux//wiVKwZZVB9qH6iikCMVWMrZxYBQ+16BgJNBdd89roGgsLymGDg9BCz9v9zOzrbqTXYI2z50aNHIZPJTMoKYHRgBFBn2oS6ELf0t8dpCjiAdi1lGPtEd/Rp29GC1uNsPt6GrA029yHweOOUZ6+TrYk2TQmtWrUKDMPgzTffNJVt3rwZ/fv3h7e3NxiGsdjRZ/369QgNDYWbmxt69eplnam9gWjMpl8iAstY/uduyKiV9qK2N5PKxMXFYf/+/VAqldDr9WZvJlevXoW/vz9eeOEFPPHEExgzZgzu3LkDwDxtQnBwMD7++GOz6aK6aMQzI00ef09P5JaUOFsMAStpivdUY3z2NhT1VljOnj2LTZs2ITo62qxcpVJh2LBh+Oc//2lxX99++y3mzp2Ld999F8nJyYiJicHQoUORl5dXX/EEHsVKXctVsp06gtrClhsMBvz66694++23kZKSgqFDh+Lvf/87AEemTWjiNIJRpaVcjrxS+yxXFmg4Gu8rZM005WevrdRLYSktLcWLL76Izz77zBQmuYI333wTixYtQu/evS3u71//+hemTJmCiRMnIiIiAhs3boSHhwe++OKL+ojnGGxJ7esCMASQlQOHrXldAGOAqsjISMTExCA+Pt7GAFW1n4A93kxCQkLwxBNPmLZffvllJCcnQ6/XV5s24fjx42YOu7XRiC8f22gEJx4k90VBmcrZYghYAc9Tk81/5nrPXtegXhNaM2bMwMiRIzF48GAsX77cJgF0Oh3OnTuHt956y1TGsiwGDx5cbXAkANBqtdBqH0bPVCqVNsnwWEAMyMqRoyEDVFlG7fLbI5fJ8OHDsWDBAty/fx+tW7fGTz/9hC5dukAikdSZCdhG8QWcSJDcB4UWZpUWcA0MPEHUNPUVF3z2ugZWKyy7du1CcnJylZUX9SU/Px8cx5kcGysICAjA9evXq91n5cqVWLp0qV2ObzmN+85gTP81bWwNW+7p6YmNGzdi5MiRICL4+Phg165dAOpOm/AopNeBVzwAeB4gHiJtMcoepIOIwBAPIt4YH4eMS2WJjJ+NPzDWEw9U1PE8AALxfLk/FRn35Y2rVCr2Z0Cm/cs/GH9zPMq4UEAkMSlPRAS+TA/Ws+rqmJp9tqhSG/NiIh5kIBBHyEhPh8xNBkNeAT7/+kKN/nqVjZfe2Tfho8kGsawxbg0rAiMSgWGZ8t8sWJEIjLjiMwuwImOZiAXDskBFG9ZYxioVYPz8jJ8ZBmAZY4ZylgHLMKbfuJ2KOyl/oF3sUw5/czcYDMgsyISIFYFhGLAsC3cWEIskYFkRGEYElhWBZcVgGNaYqE7ADK4JW1gEqscqhSUjIwOzZ8/G4cOH4ebm5iiZ6uStt97C3LlzTdtKpRJt2tiQ1dICMoq1KN12xaobRKfjoNfz8KxmMHAUaoMWf7BH0aaVuXMVEeHJ6IENJodjqPu7t8ebyZAhQzBkyJAq5XWlTXgU9fZFIIMOjMwTYFlENiMUJu0DmTKlMgDDlmdJfWS7IrMqGOMgzLDGzwwDsJU+l+/HlNeDZUB4uD/DsEZlgGHB3k+F2KAEF9bD9FUyDAMGDFi3CkflKmdd6fyrP0+m8t9FxBgVBzGLfj07wN3TA09a9G0ZyV5+HIGLZwI8D+I48BwPjuPAGTjwBgM4jgdnMG5zHAee40AGHsRXfObA8zx4jgfPGQCOB89rwHtIQRyBJx7EE4j0xvgq9FABfL5DO1zZtREh7Z+A2MHOiVHto/DHxT+MsoCg0eUiUHoBLTy7mRRPIg6EykrnI1S/Yrraz4RaBndL+qiFIDmw99h507aeA17oP7v2nWxgfXI6LmQpwDBAvgyYfOw6iomHP2NZnKmK06FHPtcHxf0MRJVpyvutasXO1QAdWnjWs3eBR7FKYTl37hzy8vLQrVs3UxnHcfjzzz+xbt06aLVaiETWJZ9u0aIFRCKRKdZFBbm5uQgMDKx2H5lMBplMZtVxbIXzkCDulQjjG50LU1BShPu/dsULw4c5W5THHmJYuI9/G6yf0XroAaC5E+XRsz4gnRbSJyxZuus8GIYBREbLCouGjb3wa+41qHSl8IZjFZaBj7w85Chu4EKGDn2i5jj0uI4g/pHtvcf+7dDjXc5R4tMRkRDVMxeTPXnvcBYWv/CMs8VoMKx1K7A3Vv3FBw0ahEuXLuH8+fOmn+7du+PFF1/E+fPnrVZWAEAqlSIuLg5Hjx41lfE8j6NHj6JPnz5W9+coGMbpS9AtQiqVgNdXH8hKoIFhYJqucQkYNI6L2IlIJTJotGUNflyJ2A0cr2/w4zZGCHAJZeVxhHGyX4FVLy9yuRxRUVFmZZ6enmjevLmpPCcnBzk5OaYwwpcuXYJcLkdISIgpwt6gQYMwZswYk9fy3Llz8corr6B79+7o2bMn/v3vf6OsrAwTJ060+QTtBcMwjcJpUiwSgecbgaCPAQzDGv1RXAnh0qgVRiQCX77KrCGRitzBCwqLgCvjAs8Ou1tbN27caOYQ+9RTTwEAtm7dakrgdPv2beTn55vajB8/Hg8ePMA777yDnJwcxMbG4uDBg1UccZ0K43xzmCWIGTH4GkKFCzQMqq/eBeXdAWSeYL2dOQn0CAwA4dqoFYYVGX1fGhipyA0cL2SBFnBdCOT0BK42Kyy///672faSJUuwZMmSWvepiCpamZkzZ7r0OnFLpoRu3ryJV155Bfn5+fDx8cG2bdvMIg8CxumuBQsW4ODBgzAYDOjXrx8+/fRTSKVS/PLLL1i4cKGpbV5eHgIDA5GcnFwuA4OoqCjT1Nsnn3yCJ580d2lkGbZRR+RtEug0cHt5FUQtWjtbEnMYRpgRqgNGJAY5QWERszLw1PDHbYw05XVBt5JuoLRIaTZ9yzBUvs2gbXRH+Lb0q7UPR+LsVVlCLiELYRgGVMdUi62J94YOHYqhQx+mRHvmmWcwYMAAs/2PHTsGX1/fGmVgGbbRWFhupP6IvMJboPJ/PBH48huVN5XBVJ+tzXS2yE0WW5VtwJjJevv27ZBKpXBzc8PatWvRs2dPAMCOHTvw0UcfmUIYbN26tUpAP1eAEbHgDAa7fB8ffvghtm/fDp7n0alTJ2zduhW+vr4oKyvDwIEDodEYV5cEBQXh0083AMQ1+PkKuBbnDx1B9KB443iDSm4IDANtmQZn9x/F06/ansuqXrjA246gsFhIXYqlPRLvVSYrKwtHjx61OtqvszVga/jjxl4M7/a6MSYGYIyJUe7WxYItX3JbUc4i9ugNJ0tcfxytEBQVFWHmzJk4e/YsJBIJRo0ahVWrVpkLUYsflq3Kdm2ZrK9fv4758+cjJSUFQUFB2LlzJ15//XUcOHDAPl+uHWFFYhDHYeoM276Pw4cPY+vWrTh9+jTkcjmWL1+OxYsXY/369XB3d8eRI0cgl8sBAB9//DHefHMOEt8OdcIZ259sA4dpP12u3hJSTSHLMHATs3CXiOAuFsFdwsJDIoKnRARPqRieUhHkUuO2XCqGwQUGTkfh7u2D8F4x1dYpCxTIu5tebd3jgqCwWEod5nR7pASvzLZt2zBixAi0bNnSrHzQoEEwGAwYNGgQli1bBk/Pqmv8OQOPbd/+YFaWp8pDh1aheG7o01actHV88d9JcJd41Nmu4pkV5d8VbVr3tLh/TlR3385AtfcjUPoFQFYun14D1tPHrI0jFQIAmDRpEvr164evvvoKgNH5/VEYTSEYdVGVcnso27Vlsr58+TKio6MRFBQEABgxYgQmTJiAgoICNG/+iI+Ps8cikQh5Dx7Y/H1cuHAB8fHxJqVkxIgR6N+/P9avXw+WZU3lRASlUln+omG5ZdSRFqDKvPvuu3jvvfeQkpKC2NhYi2Rr6e+BjY8szqgNPcejVMehRKdHiY5Did6AUh2PMr0BKh2HApUOagMHlY6HysDh6Q6uk/Vc8UCNA+t22tSHplQPiUwEkYQFp6/Z8ZoVschKvWHd8SoHm6lE5UCixnhO5TGZqpSVrwxigJKCLLTubPnf1SFQE0ChUBAAUigUDjvGjdPZpC7V1ViflJRE4eHhZmU9evSgo0ePmpXxPE/vvvsuxcbGUp8+fejtt98mPz+/Km3at29PBw4cMCtPS0sjIqLS0lJ66aWX6PXXX7fqHL7Y9R+r2lvL1z/PcGj/BSumO7T/+lK2dSEZctNrrM/NzSW5XE56vZ6IjH/fgIAAunnzplm7GTNm0IoVK0zbe/fupa5duxIR0fnz5ykoKIhycnKIiOiTTz6hMWPGEBHRzZs3KTg4mDiOq1VO3dUzpPnrlyrlll67X3zxBfXq1YsUCgXpdDoaP348yeVyU/3q1avJ3d2dWrduTWFhYZSZmUlERKmpqdS8eXO6ceMGERGtWbOGANC5c+eqyJK1bH2t5+Bozhz4gr7fudHm7+PXX3+ldu3aUXZ2NvE8T3PnziUAVFBQYNp/0KBB1LJlS4qMjKTMzEzad3amxXIOGDCAtm7dSkREu3fvpu7du1dps3nzZhowYABptVrieZ5effVVWr16NRERHTp0iLp06UJKpZKIiJYtW0bTp5vfX6dPn6bhw4dT27ZtKSUlxWLZvr20weK21ZGamkp9+vShjh07Uvfu3eny5ctV2nAcR//4xz8oMjKSOnXqRJMmTSKtVmuqX716NUVGRlKXLl3ob3/7GxUVFZnqvvzyS4qOjqbIyEgaOHCg6blaH977NbXe+zoTnueJ43gyGDjS6wyk0xpIq9aTVqUndamO1CU6Uim1VKbQUmmRhkoK1XTpj0wqLdbYXRZrxm9hMbuF1LWs2V4pwQHgjz/+gEajMfNnAWDqy9PTE9OnT8exY8fscGYCtkKcAYyk5kCGtVnfKhMXF4f9+/dDqVRCr9ebWd9iYmIwZ84ctGvXDsHBwfj444/xySefAACuXr2K4OBgvP7664iLi8OQIUOQkpJSVRCGtWkeurYs17Vlsu7YsSM2btyICRMmoHv37igoKICvr69pX1eCZUXgOct8SWr7PgYMGIB58+bhmWeeQe/eveHvb7QKVD7nI0eOIDs7G+PHj8eKFStgqTtphUXspZdeAmC0AGVkZJhCSVRQ2QLEMAyGDx+OHTt2mOoetQBV1AHGDL8zZ87Epk2bLJLJnlRYI1NTU7Fw4ULT6tLKVLZGXrt2DSzLYs2aNQBgmo47efIkrl69iri4OCxevBgATNOTBw8exOXLlzFx4kS8/vrr9Za18UzAm2NMB8FAJGIhloggkYogdRND6i6Gm6cEbl4SuMul8PCWwtNXBi8/N7jLGy5ie00ICoul1LGs2V4pwQHjzZiYmGgWiK+oqAgqlTGbLM/z+Pbbb/HEE0/Y5dQEbIPh9IDU9sjL9VUIDAYDzpw5gxdeeAHnzp3DnDlz8Mwzz0D/iHnZqHRXnXawh7JdVybrcePG4dSpU0hKSsLrr78OtVpd5d5wBRiRGIEtmtnl5WP69OlISkrC6dOn0b9/fwQHB8P7kZD/LMtiypQp2LFjh8X+Z/ZQgOPi4nDkyBHk5OSAiPDVV1+hpKQEhYWFAIAFCxbg9ddfd3jKk0dxtDJW3fTkzz//jIKCgnrJ6+wZzMcN13vFcVGMq4Rqb2Nr4j3AmDJ83759VTJtXr9+HVOnTgXDMDAYDOjWrZvpjcJSVHlX8c3BI3WfazU5MSpHOKyoe7Sdm/bxzJpNvAGMuOaMzZUVArFYXOcAWBEWYNeuXbUqBLNmzYJOp0NISAhat25tWlE2fPhw6HQ6pKWlmSsFbPWB7OyR5bquTNbZ2dkICgoCx3FYuHAhZsyYAQ+PanySnDwCMCIR/Dy8bP4+gIfnrFKp8M4775heTHJyciCTyeDnZ1ye+u233yI6Otru55KYmIi0tDQkJCTA3d0dgwcPNvnlVLYAiUQijBkzBoDRAnT48GGkpaVh3bp1dpepLuzhCxgXF4cNGzYgJycHAQEBZspYTEwMkpOTkZqaivDwcOzcuRNEhLS0tKr+VAKuh90npJxAQ/iw3DqX65D5u4bk4tZdFre1dR754MGDFBMTY/oJCgqiJ554goiI7t+/T0OGDKHw8HDq2rUrPffcc5SXl1enTK7qw1K6fgrxBkOtbRISEsx8DuLi4qq0UavVVFhYSEREDx48oJiYGNq/fz8RGf1ZIiIiqKSkhIiIdu3aZfKz4HmeIiMj6cKFC0Rk9D1o3rw5aTTm16v+5kXS/La/WvmuX79OvXv3po4dO1JcXBxdvHiRiIgmT55MP/zwAxER5eTkUOfOnSkiIoI6d+5Mn376qWl/nudp0aJF1KlTJ4qOjqY+ffpQUlKSqX7YsGHUpUsXCgsLo1mzZlWRrYKafFgc7dcwduxYCgoKIgB06sBXNn8fRERRUVEUERFBHTp0oKVLlxLP80Rk/PvExsZS165dKSoqikaPHk137tyh/yTNrvbcH8VSn6hH+eabbyg+Pr7aupMnT1JwcDARES1atIhatWpFbdu2pbZt25JIJKKgoCDTtVgX39ngw2IvX8D169dTXFwc9ezZk1auXGk2PuzevZt69epFcXFx9M4775Cvr6/p3rEWe/mwzJo1i9q2bUsAavUX+vzzz6lDhw4UFhZGr776Kul0Rr/Ku3fvUkJCAnl7e1NMTIzZPrXVWcOtZMeMgdaM34LCYiGO+mM1JNYoLLY69T3KyJEj6aOPPiIi44P+2LFjprp58+bRK6+8UqdMLquwrJtSZxtHKwRJSUnUs2dP6tq1K3Xv3p1+//33KjLob10mzW/f23q6DqUmhcXRTqaHDx+m3NxcAkAnjn5n57OyjP8kvWFxW1sVYCKirKwsIiIqKyujp59+mtauXVvtsRrS6dbRytijZGdnk0wmo7KysnrJay+F5Y8//qCMjIxav+s7d+5QUFCQyZF71KhRtG7dOiIiKigooGPHjtGPP/5YRSmprc4aBIXFTjSEwnI7JY9KCh8PhcUeq1oqc//+fXJzc6Pc3Nxqj7d7925KSEioU67GrLC4Avq7V0lz9D/OFqNWqlNY7HE9fvjhhzRlysO/07lz58xWOFUAgE4nHbLLuViLpRYWItsVYKKaLUCP0tCrhBytjFXUGQwGmjBhAs2dO7festp7lVBt3/Xq1atp6tSppu0DBw5Qv379zNr89ttvNSoltdVZgisoLIIPi4UYQ/M3Dher1O92Q6uq6qtAjGU+1g0VUwYAOI7DunXrMHr06Drlusl3BX34n+orq8udUNmJsaLuUcfGSuWKMjF8PA0191NdORF8VH7w/mo1+OJcBE//yHWD97liMsZHqeYWc7RfQ0VSVtPxfvgO3aKehFjm5rDTrA5rni+dOnXCyZMnq5R//vnnps8BAQG4du1ajX086idXE9Xd047EHr6AQ4YMAc/z0Ol0ePnll83SvkyaNAlpaWnQarUYOXIk3n///QY9v/qSnp6Otm3bmrZDQ0OrOFo3dQSFxVJcdRCqBq2KR9fE8Q4/Tm1OfRUQEb744gusXbu2yv5EhOnTp8PPzw+zZ8+u83juwX6IThxjN/nth1Gm+1+tdrIcdcAwrh/+3YbbrL5Opo/SJmEYfv33fGhLFOjx6iIEhkbUXygraESPGIfiaGXs559/tk1AAachLGsWqEJDxJQBgDfeeAMZGRn49ttvwbJ1X4qu/zxnXNe6AoBhWaCOfFiuiL2uR0uWGQNAeNwgDFn4CZr36Ivbf/3k2JNrgrjuHdC4CQkJQVpammn73r17LpmPy5EICotAFRwdUwYwKiu3bt3Cf/7zH9PS18aPiysDjAjWhH93Fex1PWZnZwNAlWXGNdF39DSo0u/hwb2a3+TtizDUNzYa8i82duxY7N+/3xQ7Z+PGjXjhhRcaUALnIygsAtWyadMmbNq0CeHh4Vi1apXZPPL+/fsBGGPG9O3bF5GRkXjyyScxbdq0amPKTJo0yazv48eP45NPPsG9e/fQq1cvxMbGmkz0jR5X9nNqpD4sgH2uxyFDhiAyMhIxMTGIj48382sYOXKkKfdRZGQk+vfvDwDw6hoNjbJq/iUBAXsydepUBAcHIzMzE0OHDjUp45Wv77CwMCxduhT9+vVDhw4d4O/vj6lTpwIwKuHBwcF4/vnnTZGv33rrrTrrGhuCD4tAtdhjHtnHxwdlZWVVyvv169doHJitQ2RUCBhR3U2dAcO4/pRQDa+sjvZrqClzNCsSgyufinI8Lv63EXAYNaVAqHx9A8CUKVMwZcqUKu08PDyQmZlZbR+11VmNky9RwcIiIGAnqIbQ9y4Dy6IxTgk5E1YsBsfpnC2GgIDTYVxgylJQWAQaD86/X+rAxadcGsOUkIvBsmLwXENZWFz+AreMJmk9FXAFhCkhC1EZOBxJzobIq9JXVv58MVsZQpU/PnLjUrUfq5rZaqp85GO38OYI8fesS/THijfeeAP79+9HWloaUlJSEBsbW227LVu2YNWqVeB5HgMHDsSGDRsgkUhqrfv111+xaNEilJaWgmEYjBw5EqtWrTKtcOKJAafTQyS2PRGiQ2BYgBcUFmsQsSKkXT8DlRsDqbsXpO6eCG0dBZHIEY/OpjHQkwuvlKuL/+QW4nhRKUQMAxHDQMwAbPlvEViIGEDEMhADEDEMMpUa/HLuPtiK7MeMcaUgywAiBmBZBmx5mai8L5Y1/hYxTPlvILiVHG5SF51KdiEEhcVCMltJ4ectgr/U+JU9fIkgED3yblTzhlmshVqamRWY3f/ln3UGHr+cysSUUZ0sO4HHhHHjxmHBggWIj4+vsc3du3fx9ttvIzk5GQEBARg9ejQ2b96MGTNm1Frn5+eHXbt2ISwsDBqNBoMHD8aXX36JxMREAIDUQwq9Rg9RNTn9XAGGZYW3XyuJ6PMM7pIEhvsPoNOkIf3eVRjCe6DTqBedLZrL0pjUlVlX06CppMRrecIH4cHQE8FABD0PcOCh52HcLi838MbfMdGt4GYwjgEcT+BR/psAA/HgOQLHG19deQJ4nsAZI8wbt4mgUujAphfhxafaOe17aCwICouFMGIWHYM90drNNZbganUczl7Mc7YYLsdTTz1VZ5s9e/bg2WefRWBgIABg2rRpeP/99zFjxoxa65544glTH25uboiNjTWPAurqUy5M1SzcdUFExhd/AlD+oAVPIJ4A7tHfvPH0ecK1I+nQGyodq2IUe8RKyDxSJ84pRcGSDZUaMqjO8kBqFTounAq3ZlXjqNgTqbsnOg16zrTNXP0dhut3HHpMgYZDw/P4LMoGRaGF7TLkKdT45dR92zt6DBAUFgtJ1+jQ1t11TP2N2OrqdGoLcW1p+OucnBzs2bMHP/74o6lMGtwZBQc2AiKJqYwhAq+4j+AZVSP91oXuxEHwN0+CkXnV/NpqGvUrFzFgQKZxnsAY2/AcVOruKPvKyrgiTKVjMIzx2mMZ42e2vO/ybbAAwzJQZZehz8Ie1h0HACZF1t0GwO0vD0CVkeNwheVRJCIJ9Aa9Q/puOsYv4eFkDQTj1JFA3QgKi4WEuEnhIXIdH2WGCJrsYlz965LpQUflS1YL84qQdWyf8W2ayPQkNGhKQRyHivGLKX95ZSoGIVD5b6M/uMy7GZr3biLxUeyIUqnEqFGjsGDBAnTv3t1U3qx7AtA9oUr7rC+XI+vrjyAFwYutQ9msrIBkp0Dy0hqIWvjbTfaGyo4jyVU7tH9WJgWn1jr0GNUhFsug4RyjsDSdl5Amo3k1CBxHRsVfoE4EhcUKXCl2CMPwyJflA9QWDFPu+FuuT7Xt2wkiierhE5BhwICBzKc5RG4eIL7CIZgpPyfjVAHxACpyCBLh+qFv0K8JKiwhISG4ffu2abtyiOva6gCgpKQEw4YNw+jRozF37lyLjtdqwv+B53jc3nwJPhMiIPGU1L0TYPxDNJ1RzK6I3KUwqBt+ubFEIoXBQQqLwOOJgSOwIuE+twRBYbECV8oTw7IiiFt7IeLJqGpqLTOr10X2qR/rbtQIGTt2LOLj47FkyRIEBASYhbiura60tBTDhg3DsGHD8H//939WHZMVsSBvKRixFdeQC11vroI6rwip//4SXE42Wk14vsGPLxZLwXPWJZB879KvyNVVVa4efQHqpJPiu8ufWtW3VHsbOll703b1Hj+oVF/7NWWtj1N13NbY77ot1GmwNPlrBLr7YXxYAsLkzereqZGh53iIBAuLRQgKSyOFYRjwDja9iqQynN/8zyoP1sqKW+U6EfSInvqRQ2Wqi6lTp+LAgQPIycnB0KFDIZfLcevWLbPU9JVDXANA//79TSGua6tbs2YNzpw5g7KyMuzbtw8A8Pzzz2Px4sWWCVdPg8nNmzfxyiuvID8/Hz4+Pti2bVuVJJM8z2PBggU4ePAgDAYD+vXrh08//dSUp+mDDz7A9u3bIZVK4ebmhrVr16Jnz54AgO3bt+Ojjz6CSCQCwzBYsWIFRowYYb2gDUBZZh7kER0R9n7d2b0dgVgkBWelD0uuTof1ccMsaDm8fkK5GFMu3633vjrOgFsleUhVZuOW4j6SHlzG/+s1BStSduDZ/yzDwn6fQMKKIGHFEDMsJKwIYlYECSOGVGQsE7MiSFmxsU4kh4QVQcaykLAspCwDKcNAwjKmqXJHhkI4efIkXn/9dQCAXq9HfHw81q5dC5nsoT+k3sBD7ELuBq4MQ640z1FPlEolfHx8oFAoqs2+ag8O5SsQ4eWOYBdZJUREWHbkd7zz9ABni2Li3Pp58GvbEcQZQDwH4jnjihIiEPEgvvy36TOh4EExmjWTm/xtiOdhXCpOVbwQCx+0wMDFlk3DuCKpO66i/f90hkhs3cNp4MCBmDBhAhITE7Fnzx588MEHOHv2rFmbzz77DN988w0OHjwIiUSC1157DeHh4Zg/fz7Onz+P0aNH48qVK/Dy8sLOnTuxdu1anDlzBoWFhQgNDUVqaioCAwPx119/4bnnnkNeXvUr0M5tv2rylaoNvZZDn2nRVp2nJRTfSMODY+fQ8dXn6m7sAAoKMnF17xd48rV3LN5nxrmDFiosTYMpl+9WWXmj5TjcLMnDTUUO7pbmIKssD1rO6INU2erDsiwC3Jsj1CsQXfzaIMI7AFKRGKfzrqNYb4CBOBh4A3Q8BwPPwUAc9DwHrvyzgeegJ+N2mb4UJxQadGv1NAwADOVLig1k/M0DeCGwGaRXLyAsLAzx8fH4/vvvq1VY7t69i379+pmFOxg6dKgpFEJNdSqVChKJBBKJBDzPY+zYsXjqqacwZ84cU99X0otx+Nc0hHTwhYhlIRYxEImMcV16dm4BXw/XGHPupDxAQDtvePrad/GJNeO3YGGxkGoWYzgVptwvxVJsfUv/5ZdfsHDhQlPbvLw8BAYGIjk5GYDxLf3D9QfAEA+GZfDO/DcxdNAAMAwLViQGWNYoMysCI2LBsGIwDAsiAiuWAAwLhmXBsKLylSgswIqMsUPK+enTgzZ+a06mHhaWvLw8JCUl4dChQwCMU1YzZ87ErVu3zLIVX7hwAYMHDzZZVIYPH44lS5Zg/vz5YBgGer0eZWVl8PLyQnFxsSnRH8/zICKUlJQgMDDQrK7aU+AJ3SfaZ8qxPrj5+6HswhVcWpwBeVxXhD43sEGPLxG7geMbKvLtQ+xhZfvwww+xfft28DyPTp06YevWrfD19QUA7NixAx999BE4jkNAQAC2bt1q5rtlCXvTknDmwTXcLirErBJ30/OJQBAxLII8mqOtPAAJAZ3R0TsB3lLLAxb1atnZKlkA4I7yPpi7SXi3U5vaGzowFIKHx8Nz1Ol0UKvVVVwLugR7w21YmFGh4ggGjoeBJ9zNLMHJqw8wvHtrK8/cfhAR8u6VIPeeAjo1hzYRTp6SoyaAQqEgAKRQKBx2jIMPiilTrXVY//Vh6aFfLW47YMAA2rp1KxER7d69m7p3716lzebNm2nAgAGk1WqJ53l69dVXafXq1dX2N3LkSProo4+IiKigoIDkcjllZ2cTEdGxY8fI39/fyrOpmwMbfrZ7nw3JjS+vEGfgrNonKSmJwsPDzcp69OhBR48eNSv74osvqFevXqRQKEin09H48eNJLpeb6levXk3u7u7UunVrCgsLo8zMTFPdzp07ycvLi0JCQsjf358uXLhQozxnv7hslfyOQlOgoKurtzX4cVVlCjr6yVtW7TM9yfbr1tb799ChQ9SlSxdSKpVERLRs2TKaPn06ERFdu3aNAgICKCsri4iIduzYQSNGjLBaxv85upJ+zqz52mloTuVep7VXj1jcvm3btpSSklJt3cyZM+n99983bV+5coXatGlTZx0R0d27dyk6Opo8PT3p73//O2m1lo0jJ67l0dHz2RbLXx+0Kj1lXi+ki79l0Pkj6aTIVxEREWfg6Orx+5RyOI3u3ywinucdJoM147cwcWYhVaLZwvjW07dvX4SHh6NHjx64cuVKlf14nse8efMQFRWFzp07Y/LkydBVcsD74IMPEBERgdjYWPTu3Rtnzpwx1RUVFeHFF19EeHg4IiMjsWjRonrJXvGW/tJLLwEwvqVnZGTg1q1bZu0qv6UzDIPhw4djx44dVfrLysrC0aNH8fLLL5vOkcrf0gHU+Zb+uMKwDDiDYwLLJSYmYtiwYUhISEBCQgLCw8MhFhsNqHfv3sW+fftw69YtZGZmYs6cORg/fjwAQKFQmHxz0tLSsGXLFowZM8bsGnVFGLEI1GA5fh4ikbiBt9KHxVbLrD3u3wsXLiA+Ph5yuRwAMGLECFPd5cuXER0djaCgIFPdzz//jIKCAqvkHBjcCxLWdYz2eZoSNHeTO1sMhIaG4sKFC8jJyYFWqzX5v9WFRsc5LFw/EeHq8Sykns2FzFOMyKdao+uAYGTdLMaFoxk4fzQDbbo0Q+zgELTq4OsyC04EhcUKHv2bTZ06Fa+99hpSU1OxcOFCU4j2ymzZsgXJyclITk7GtWvXwLIs1qxZAwA4f/48NmzYgDNnzuD8+fOYOXMmZs6cadp30qRJeOKJJ5CamoorV67gzTffrJfcGRkZCAoKMg1gDMMgJCSkSkC0uLg47N+/H0qlEnq9Ht999515JNdytm3bhhEjRqBly5YAgBYtWmDjxo3o1q0b2rZti0mTJmHbtm31krUpw7IMOM46l7E2bdogOzsbBoNxcCYipKenVzHXMwyDJUuWICUlBSdOnEBERIRpymDv3r3o2rUrWrVqBQCYOHEijh8/Dp1Oh8OHD8PX1xddunQBAIwaNQpKpRJpaWl1yuZMhZ0Vi0GGhldYxBKp0TfLCh6o8206pj3u37i4OBw5cgQ5OTkgInz11VcoKSlBYWEhYmJikJycjNTUVADAzp07QUQWXQOVUepV8JO6Tm6zAq0SzWX2UVhCQkLMvo9HQyHUVFcZLy8vvPDCC/jqq68sOmaZVo3M/Ju4fO86UjPv4l5OJnIK8lCgKIJSVQqNVgvOyhVrgDE9QMqhdLTq4Iuop1qjRbDcmPOIZdC5dxBiBrVBtyFt4eXXUFGbLEdQWCzk0eV+9njrqexbAJhbJm7duoWkpCSzWB8Vc6SOora39AqICF988QUmT55sKmusb+kNDSNmweuse8C0bNkS3bp1w86dOwEYlY/g4GAz/xUA0Gg0KCoqAgDk5+dj1apVWLBgAQDjyqfjx4+jtLQUAPDjjz8iPDwcUqkUYWFhOH/+PHJycgAAJ0+ehMFgQJs2dcz7w7kKOyuTOEVhqQ/N3Jo3yHFqu38HDBiAefPm4ZlnnkHv3r3h728MRigWi9GxY0ds3LgREyZMQPfu3VFQUABfX98q935dlOjV8LPCL8XRFGpL4W8nC8vYsWOxf/9+k8L3aCiEmupu3boFvd5okdPpdPjPf/6D6GjLnNFvy64jj0vDrax7OH/nEo5dPY2fU37F3lM/Yucfu7H5yA6s+ekz/Ou/G/Gv/27EGzsX4cLtq7X2qcxXI+mnewjvGQDfANf5W1mMwyamGpCG8GE5kFdE2RqdadvRvgU//PAD9e7dm1577TXq1q0bPf3005ScnGzWt6U+LLm5uSSXy0mv1xMREc/zFBAQQDdv3qx1v2+++Ybi4+PNyn777Tdq3bo1GQwGU9nu3bvp6aefNmvXokULSk1NtUg+S2nsPix3vr9JyvslVu93/fp16t27N3Xs2JHi4uLo4sWLREQ0efJk+uGHH4iIKCcnhzp37kwRERHUuXNn+vTTT0378zxPixYtok6dOlF0dDT16dOHkpKSTPX//ve/qUuXLhQdHU3dunWjQ4cO1ShLhQ+LpdfUjBkzaMWKFabtvXv3UteuXYmI6Pz58xQUFEQ5OTlERPTJJ5/QmDFjiIjo5s2bFBwcTBxXs8/PpXfX1fHNOYZD/2+OVe1t9WGx5/1bwcmTJyk4OLjauuzsbJLJZFRWVmaVnPPObCeF1rp9HMnb576i+2XFdbZ77bXXqHXr1iQSiahly5bUvn17IjK/v4iMPkJhYWEUFhZGkyZNIp1OV2fdpk2bKDIykqKjoykiIoJmzZpFarXaIvlXnN9H14ot92E5d+MSLf5uBX20f0OVnw9/WE8f/rCedhz4nnjOcf4o9cGa8VtQWCzkx7wiyqmHwsLzPL377rsUGxtLffr0obfffpv8/PyIiOjOnTvUu3dvun//PhEZH9j9+vUjIuODnWVZ+vVXo1Ly008/UatWrcxuEmucbhMSEsyc9uLi4qq0UavVVFhYSEREDx48oJiYGNq/f79Zm5deeokWL15sVnbu3Dny9/c3Od2eOHGCfH19Lb4xLaWxKyz3Dt6lwhuFzhbDJioUFldQ2C+949oKS5mikO5dPkkLt35MR776ln5ct5F+XLeRvl+2ih7kPbDqmPa4fyucasvKyujpp5+mtWvXVqkzGAw0YcIEmjt3rlXyERHNOrHZoc6Z1vLGyc10Q5FD2apiUurUZOAMde/kQvwz6SvKUdl3TPvnsX9SsaZuJa4hsWb8dh0PKReHJ2N+twoq+xaIxeI6fQuWLFkCANi1a1etvgWzZs2CTqdDSEgIWrdujQEDjHFWhg8fDp1Oh7S0tCrTAZawadMmJCYm4v3334e3tze2bt0KAGYB1RQKBfr37w+WZcHzPGbPno1Ro0aZ+lAoFNi3bx8uXbpk1ne3bt2wePFiDBw4EBKJBGKxGN999x3c3FxvDtSZSORS6Eoer2myxMREpKWlISEhAe7u7hg8eLBpiXZlZ+BWrVph3bp1GD9+PP766y8YDAacOXMG77//PjZt2oSff/4ZzzzzDO7duweJRGKMBeMkP0BOp0Pm9SQUZN5CSVYaNPl5DwMoVpJJ5O4Bj8Bg/G9ELIJCo9C8RTOwLItfv90LzsrpLHvcv0OGDAHP89DpdHj55ZerTL+lpaVBq9Vi5MiReP/99+v13biKcyYAvNRhML69cww6Xg+tQQcdrweBcL3wGn4Z8S9ni2eiUFuGu6X5kDAsxOUB7sRgUagphK/U3a7HWtxrMfbd3IeoFlGIbRlr174bAkFhsZBHXSUr+xYkJibW6lugVqvh5+dn8i1YtmwZAKNvwdatW1FaWgovLy8z34K4uDh4e3vj4sWLiI6OxpkzZ0BEFvkWVEenTp1w8uTJKuWff/656XNAQACuXas5k6+Pj4/J3+ZRZs+ejdmznRN9tLEg8ZZC+8CxSQEbCmcq7Pn7LoEH4H3jAjLfnIM6oyTZMoZW4yPt5ydGxpXT8GndDuGDnkOzgFCIxRbmhwKgLymBl4+PVWLY4/599EWjMj///LNV8jQGerRohx4t2lUpf+PkZ06QpmbeSd6JMO9gcGSMv8ITBwPxCJa3gUxk+XVlCR4SD7wU8RK+u/EdvGXeCPMJs2v/jsYmhWXVqlV46623MHv2bPz73/8GYByg//GPf2DXrl3QarUYOnQoNmzYgICAgBr7SUxMxPbt283Khg4dioMHXSdQGIGqBGqz9a1nzJgxOHv2LLp37w6ZTAZPT098/fXXAIwP+u3bt2PKlClQq9WQyWTYu3evWUjnxk5JcTGKCvONb8tUERHXGA2XL4+Ka9BqUZSfj6LCQuQVq5wtsk3IfGQovat0thj1hipFHnamwp7PXELf+WMAOCcxp60L9g1aLTzcBeujgBEWLOZGjmzQYz4f/jy+uvYVCtQF6BHYo0GPbQv1VljOnj2LTZs2VfF4njNnDg4cOIDdu3fDx8cHM2fOxHPPPYfjx4/X2t+wYcNMAz4AlxuYq4vDYutbD8MwWLlyJVauXFltfVxcHE6fPl1vmV2dA9/tQqvg1qZs0gxb/pthAJYBAxZiqQQBwSGI6tkLySdS8f1Xh2rsr0RVjJbNA+Hu4QZ3D3d4eLrBU+4BT28PeMndIXOXgmWdtzDOzU8GQ1kjnhIqz+ZdgaCw1x9Xmjp53NC5WDYaZ1wKDMPgpYiX8PmlzxHrHwuJnS05jqJeCktpaSlefPFFfPbZZ1i+fLmpXKFQYMuWLfj6668xcKAxZPbWrVvRpUsXnDp1Cr17966xT5lM5vBlu7ZAEJLn2huJVIKnRoyqu2E5/Uf0qrXeoDegrFSNUqUaZSUqqMrUyMrIhVqlgVqtgUFfEcsEMLf1V/xhjWUMw0DmJoOHhzvcPd3h6eUOL7kH5D4e8PLxhFRWv5tb7CYCr3NM4LgGgcynXpylsDMGA/5csAVPrZ5czV4Cro6j0wzURanB+tglTZXBIYNxMvskngquOz2BK1AvhWXGjBkYOXIkBg8ebKawnDt3Dnq9HoMHDzaVde7cGSEhITh58mStCsvvv/+Oli1bws/PDwMHDsTy5cvRvHn18Qu0Wi20Wq1pW6l0vJmdJxKC1rg4YokYPn5y+PjZFnuB53iUlqhQqlShTKlCaakKGWkKqMvUUKs04HlzpUOWk4uo8FAQx4F4HmTgjD88byzjeBDPwVCggkyhwYNPLwKmcr78M2ecFuOMCSMBVDXplReTwYDAt2eAFTsmCmZNEM+7hNIeM3UYrn71u7PFEKgnFfF7KpJ5JiYmVknmWTl+T0UyzzVr1mD+/Pk4fPgwtm7ditOnT0Mul2P58uVYvHgx1q9fb9Hxm0lcy3XTmfaett5t8UfmH01XYdm1axeSk5OrXGAAkJOTA6lUWkXTDQgIMAWmqo5hw4bhueeeQ7t27XD79m3885//xPDhw3Hy5EmIRFUfyitXrsTSpUutFd0m9ESQuMLTuinhot8nK2Lh7esFb1+vOtsa9Hqk/GMRxE90ASMuT+AoEoMRMWDEYjAiERgxA0YkBsuykElEYCViMGIRIGLL2zCA+GEZW801X5mc9zdWyWTdEBABRUXauhs6mJLMfHg0d52IqgJGcnV1pyywRzLP6tIM9O/f32KFxdVw5lOQYRhklmTiRuENdGrWyYmSWIZVCktGRgZmz56Nw4cP23XJakVUQADo2rUroqOj0b59e/z+++8YNGhQlfZvvfWWWQRYpVJZ79UzlsIRIGZdbIC1cszS6Uph0KlAPAeeN77R88SBqNwawBs/8zwPEG8q58lgdIblORAZrQJEXLkTJg8i3mgdAA+Ayrd5EIw5hlDuSPtQYAZaHaG4qNiuX4czKL5zF/Ju0Qga2L3Bjkk8D4gcZ+/jNAZc+O4meAMPMOa6UddBjr3PLKE0uwheAdatshFwPAHSuqdKa0szUFlhiYuLw6ZNmzBz5ky4u7tXSTOwYcMG5OTkICAgwCzNQLNmTs4mXA+c7VLzVq+3sO3KNrAMi45+HZ0rTB1YpbCcO3cOeXl56Natm6mM4zj8+eefWLduHX755RfodDoUFxebWVlyc3Ot8k8JCwtDixYtcOvWrWoVFplM1uDOd3oiiF3NImClOMd/mQq5VwQYhjU6ujKi8s8sGIYBw7BgULFdbi2AsY1pm2EBGPc1WkgYsIyofB/AmO2BBcOIwZb3CTDlx2NRobSk5ezDoBGNfxm0IjUV3h2tj4tjK450Hi6+VQyvVp4IH1w1H4orUJanQHCPqstVK+NoP4mioiLMnDkTZ8+ehUQiwahRo7Bq1SqL5H90taFAVWqL31M5zYBIJMKYMcbVYtamEhAwwjIsJkZOxJbLWxAsD4a72L6xX+yJVX/hQYMGVVnLP3HiRHTu3BkLFy5EmzZtIJFIcPToUYwdOxYAcOPGDaSnp6NPnz4WHyczMxMFBQWm7KGuAEcEkaspLFbi5haM7gMWO1sMAEBGwSmEhttugnzjjTewf/9+pKWlISUlBbGxsdW227JlC1atWgWe5zFw4EBs2LABEontnvGld++iVZ+afbMcgoOvw5JcFeRBrptnRFWoglfrFrW2cbSfxKRJk9CvXz9TIrvaprwFHmKP+D0AMH36dEyfPh0AcOrUKQQHB8Pb27vBzsMevJO8C8XaEnTya+9sUcAwDAI9A6E1aJuOwiKXyxEVFWVW5unpiebNm5vKJ0+ejLlz56JZs2bw9vbGrFmz0KdPHzOH286dO2PlypUYM2YMSktLsXTpUowdOxaBgYG4ffs2FixYgA4dOmDo0KF2OEX70LhVFSM8bMsaa1fsZAYdN24cFixYgPj4+Brb3L17F2+//TaSk5MREBCA0aNHY/PmzZgxY4bNx+dLlHBvUfvg2dgofaCG/xMtnS1GjfBaHUReNfuwONpPoiIx6d69e019WWNBzr2fgfcO/27arunZojJwcBebW9KkLAupSAQZy0ImEkEmFkEqEsFdLIZULIKbWGz8kRp/u0ukcJNK4CaRQCaVQCYSO2xJ9aMJYqvDHvF7ACA7OxtBQUFQqVR45513TIk+GxPF2hKs7TPFrMzRlsFx48bhxIkTyM7ORlFRkalcz+uRVZoFXzdfR5+2Tdjdhvbxxx+DZVmMHTvWLHBcZW7cuAGFQgEAEIlEuHjxIrZv347i4mK0atUKQ4YMwbJly5pMzAVXgUHjegOxhKeeqtu7fc+ePXj22WdNg8q0adPw/vvv20VhcQaFOg5Xv75kUvoYqQgiDwkkbmJI3UVwc5PA3UMMN3cJPDyk8PCUQOomBmOhD5ZGZYCHr2vfe7UNuo72k7h69SqCg4Px+uuvIykpCc2bN8cHH3yAJ554wiLZ41gDJj7dv852PM+bTf3xPA+tQQ+1Tg+NXg+NTg+1Xg+twQC13gCtQQ+VTocilRoazgAtx0NrMP7W8Rz0HA9DZYeJ8lXqDz3LHn6npUUF8PJtVv1KNQbQ6dXIYJPg4xuEikatPGsODloZR6cZqA0icpkYONXJ4WjL4LRp06oN5LovdR+e6/ic407WTtissPz+++9m225ubli/fn2tHtuVI2a6u7vjl19+sVUMAQtgIHW2CA9pwGdGeno62rZta9oODQ1Fenp6wwlgZzIkhGH/2xWAcRDTqQ1QlWihKtVDo9JDozFAkVOGPC0HvdYAvYYDDHz13n3mIWgAAIq8MnR3NQdzB1BfP4m68hzVBqdWAxaG8X/UT4llWbhLZXCXOl+ZvJlxBWdupuPF3lPqbvwIjk4zUBtlGjUUVy9jw71dVerUpSVw9/LCow8nRiwGI5FCIpFCLJUY86VJpAiRe0Auc4ObTAo3qQzuMincZTJIJFKIJBKrFaOGWEFVOeRIBSW6EohYEVq4u76lWPBSEnAOrhVsst4428OfZVm4eUrh5imFvdZHrN9wDucu5MLNTQwPDwk83MRw9xDD000MkQNXJ9kLR/tJ2JKYVFuQD7GVeYRckRK1Al4y2+IdOYMyVSH6tQrGlGEvmJVXxFZ6VEkkngdnMECv10Gj1UKj1UGj10Gp0SCtpAz3S4ug02uh0+lh0Omh1+tAep0prlJNcDmZIP98fJj10Kcw43YWZHIJPt7/LgAGbmJZg6ygKtWVorlb9THPXA1BYRFo8oSEhOD27dum7Xv37lUZvOqDTqOByMWCUNmDgU+3Q+b9Emg0Bui0nPFHx8Gg58z0zKIHasxf0MAOx0Cd1jlH+0nYkphU8+ABJL5NQGFRKeDl1vgUFmVZcbWKVk2r7hiWhVgqhVgqhbuneVymGDvLdu7cOfzy+QnMf24FAODDfdUvkLD3Ciq1QQ2pyIWs77XQ9J62AjWSeb8Iffv2dZhD144dO/DRRx+B4zgEBARg69atNSsGTNU5ekcxduxYxMfHY8mSJQgICMDGjRvNYv/Ul8Jbt+AR7Py4JPamS8dm6NKxbnvN519caABpqsECq5Yj/SRsyXOkyX8AqV/jixXyKKVqBVr6tnK2GFZToi6Gl5tr+vI5YwVVsaYY36V+h791+JtDzsnuUBNAoVAQAFIoFA47xpaMPIf1XV+WHvrVqvbdYkJo69atRES0e/du6t69e5U2mzdvpgEDBpBWqyWe5+nVV1+l1atXExHRoUOHqEuXLqRUKomIaNmyZTR9+nQiIrp27RoFBARQVlYWERHt2LGDRowYUaMsR3/9BxkMeqvkr47XXnuNWrduTSKRiFq2bEnt27cnIqLJkyfTDz/8YHZeYWFhFBYWRpMmTSKdTmfzsW/s20c5p07Z3I+1/LxsbYMfszo+23K+wY/J8zyd/GBfgx/XXtzd9TVl/fm7s8Wwma9/3Ug30i86Wwyr+TX5v/R78gFni1EjCQkJpmf0S/PGUFxcXJU2arWaCgsLiYjowYMHFBMTQ/v37zfVVzyDy8rK6Omnn6a1a6s+LwDQhXsXaG3yWirVlTrgTCzHmvFbsLA0AW6kfI3iwusAKkWcNV6TFU79KCwqw/XUbLz00ksA7O/QdfnyZURHR5ti54wYMQITJkxAQUFBtTmhJBIfiES2X36bNm2qtryyAx8ATJkyBVOmWO8gWBuqu/fQttyP4bHECX65uuJSSNwbR2bZ6tAXFcInpn6TCY5e8rp9+3Z89NFHEIlEYBgGK1aswIgRI6qVpVRTAh/PxmcpKlUr0bq5awZEBB5aBpe+twQ6RoOD3x8GYL8VVCNHjsSFC0bL6PC+wyFvJYf3Nm+MaDcC/h7+DXqu9UFQWJoABQ+S0T1haXm0WhEYRmScamEYk6f6uXPnENzmsMOWesbExCA5ORmpqakIDw/Hzp07QURIS0urVmFpCtE+eZUKskoRne0xoHzwwQfYvn07pFIp3NzcsHbtWvTs2RNlZWUYOHAgNBoNSnLzEf7XAWzcuBGhoaENeMbOp7HnEdIXK+DmX78YN45c8lpYWIhZs2YhNTUVgYGB+Ouvv/Dcc88hLy+vWln8PJphy69rIWErhhDzTN6VmT58ETzdXcPfpVRbAm8PvyrlDZVB+t1338V7771XY5DLihVUO49uQJ9O/dE+OAKA/VZQHThwoEoZx3PYemUrXu36ao37uQqCwuJk1HoNeBjA80bLCE8ATzx48ODLc/DwIPA8GX+DB5V/Pqk34O0/jiKaL0NfmX0e4vV16OrYsSM2btyICRMmwGAwYOTIkfD19a3Z2avx6ytVsHVAOX/+PDZs2IArV67Ay8sLO3fuxMyZM3HmzBm4u7vjyJEjkMvlOLj8E1zzNGD27Nn44YcfnHS2QEFmKT774gLEYhYyNzGkMhHc3Y0ritzdJPD0FMPTQwIvTynkXhK4SUU2+yypcgrh6e+aPgiWYCgthcy36oBZF45e8srzxrxfJSUlCAwMRHFxMYKDg2uUZ1zCJIvk/uznj1CiVrqMwlKiLYG3Z9XvvyEySJ85cwZnz541C7FQE0qtEs3kDWPxYBkWMpHzl8pbgqCwWEiw9hj+32XzP+ojq/VBIBiz6xhrHvUNZADwIFM9RwQDEXzExjX7LAAwDESMsUVFmfE3Y8zNA4At357c2Q25ZXpoi5V1yt8QDl3jxo3DuHHjABhDlX/wwQd1LvNsKthjQGEYBnq9HmVlZfDy8jIbNFiWNQ00RASlUmlxnAdHvT0ufLsfAOM106VLJMAw4HngzXnL0LlzNxQVqaFRG6DVcNBoDeAMfOUoZWarPr3u3kA772qmeghgRQzEbhJI3KUoSCtE1LieFp23S0JUZzbu6nB0MLwWLVpg48aN6NatG5o1awa1Wo0jR47YfLplmhL4yV1nyWyZtgQ+XuYKS0PEP1GpVJg5cyb27t2LJ5980gI5S+HtZb1iWx8KNAWNIgYLAMHp1lLSM750WN+2cvHSTIvaVXbo2r17t90duirqDAYDTZgwgebOnVujLMeOLbNIZlfm3LLlps9JSUkUHh5uVt+jRw86evSoWdkXX3xBvXr1IoVCQTqdjsaPH09yudxUv3r1anJ3d6fWrVtTWFgYZWZmmu0/aNAg8vWUU2RkZJW6mhgwYIDDnK2JjM5SRUVFFslSE7U5Ehs0OlI9KCbF7fv04OId4jjOpmM5kwuLF9VrP0uvL57n6d1336XY2Fjq06cPvf322+Tn52eqX79+PcXFxVHPnj1p5cqVpudmcXEx9ejRg65evUpERPv376ewsDDSarX1kreC1Xv/STzP29SHPVm9759Vyuxx7/7666/Url07ys7OJp7nae7cuQSACgoKiIhoxowZ9MUXXxARUdu2bSklJaV2Ofe+Vd9TtBqe5+mzi5812PEexZrx2/WjQLkITcHnYtOmTdi0aRPCw8OxatUqs6We+/fvBwAoFAr07dsXkZGRePLJJzFt2rQqDl2RkZGIiYlBfHy8mUPXpEmTEBERgfDwcPj4+OD9999v2BNsQHRqNURS650/ExMTMWzYMCQkJCAhIQHh4eGmt+a7d+9i3759uHXrFjIzMzFnzhyMHz/ebP8jR47gqwXLMH78eKxYsaLO41W8PVZ2ts7IyMCtW7fM2lV+e2QYBsOHD8eOHTtMdY++PVbUNQQimQTuLXzgHdYKLbq2a5Cl8K5GZQspgDotpCkpKThx4gQiIiKqWEiTkpJw+vRp9O/f32QhPXz4MHx9fdGlSxcAwKhRo6BUKpGWlmaz7K4SCh8AQPWXpbZ7t/J0ee/eveHvb5zOEYvFOHz4MNLS0jBx4kS7nIK9YRgGUS2icD7vvLNFqRvH60+OpyEsLBkZOxzWt61YamFxFe7c+YMOHBjqbDFsIvv8eUr9+hvTdm5uLsnlctLrjUu1eZ6ngIAAunnzZq39fPPNNxQfH09ERB9++CFNmTLFVFdaWkoAqrzl/rxsLWVnZ5OXl1edcjbE2yMA6tatG0VHR9OcOXOotNT6ZZKuslTb0dTXwkLkWAvpuXPnyN/fn7Kzs4mI6MSJE+Tr60tqtbre8hIZLSyuRHXy2OPefZSTJ09ScHAwEREtWrSIWrVqRW3btqW2bduSSCSioKAgs7+LJXI6Ep7nafvl7Q16zAqEZc0CLk1Ozin06bPZ2WLYhPL2bfh0eJgW3h7RVcPCwrB161aUlpbCy8sLP/74I8LDwyGVSpGTkwOZTAY/P+O89rfffovo6Gi7nY8t0TPT0tIQEhKCsrIyTJs2DfPnz6+S8LQ2eL0e9BhaTazFkcHwunXrhsWLF2PgwIHGXDliMb777ju4ubk55VxtZfvhT5BXkgMRK4KIFUPMiiFiRcgoqZpDzNGRkVeuXImVK1ea2oWGhuL777+vdpWQs/jr/l+IbRnrbDHqpgEUKIcjWFgal4Xlz2NLnS2CzaT8v/9H2keut+vXr1Pv3r2pY8eOFBcXRxcvGgNrVQ5il5OTQ507d6aIiAjq3Lkzffrpp6b9eZ6nRYsWUadOnSg6Opr69OlDSUlJRER0+vRpio2Npa5du1JoyyAaPXo03blzp045Hf32+CgnTpygqKioOuWqTEF6Nh3+9Gur9mmsXPhn/S0sjRFnWVhW7/sncRxHOp2WVKpSKi4ppPzCHCouKai2va33LhFRVFQURUREUIcOHWjp0qU1+u5Y4sPyQQP6sOSr8umrq1812PEeRbCwCAg4GF6lhvSRcNe2ZqFlGKbK21gFPXv2REpKCgDg4PJPMOz/Zlkkp6PfHouKiiCTyeDh4QGe5/Htt9/iiSeesEi2Cgozs+EZ6PpBqwQaFyzLgmWNWZbdUXvYh4bMIF2xastVOJR2CM+HP+9sMSxCUFgEGpz7+Up88u3PAACZVAovDzd4urvDy8MNPl4e8PFyh5+XB3y9PCAWW78EtKlDVjoxOnIq4fr165g6dSoYhoHBYEC3bt2wZs0aq+QrU4jgf7EAuek/4GGwgErrnx/5zDAMGKkErJsYYKVgPaUQecvAesrAenlA5OUGVu4BkbcH2Ho4RgsIOJuGXORBRJCIGsd9IigsAg2OuFkwZj01HDzPQ6nSoEipQnGZCspSNXLyi3EzPRsqtQZqjbY8uUANVBrHGABuMik83NwQ2MIPA7tHNMSpNAoc+fbYp08fXLx40Sb5VHo3BEwdiYAAr7obA+A5DlSqAleqBlesAq9Sg1drwRWVQJ+VD16lB6/RgbQGEFfp+qk0BvAlOgQtdsJbpQstmGmqENXyzBAw48KDCxAxjeelUFBYBBoUIkKuUgPAaLL1Lbek2IqBK1d+SlT47uc/mrTCwjSxB7KmVA+/Zu4Wt2dFIsBHDpGPHGhdv2Pmrmn4CMEGtQqsuHG8ydqPhtfQtFo1xI3EYlAzjr3Hk3KScOHBBUS1iML4zuPr3sFFEBQWgQZFUfYArZsH2r1fsYhFM7kHmsk9EBzUEuu+PVjplje/+VlWBE8Pd8g93eHj5QFfL0/4eXuiuY8XfDxkdcaN0KvVYCXOeyC2jovGzyvWAXiovFSeJuLu38czG6r6wbgqPM9DJmnYtzxZaEuj0lL5T13TGFHD5cAwZKxjyPhTUc4yAMuCEYnAiFhAZPysV6tg0HjiwcXb8I9uX32nAjZTqi6Bh6Tx5pvieA5wYOyaQ/cOwUfmg8ldJzvsGI5CUFgEGpSswjQ0k7dx6DFeHlF76Gu1VodCRRkKS8pQVFKG7PxCpKZlolSlgVang7nfRFUkD3LQ+VYmjn35H7j7+cCzmS+8WvjBu7kv5M18HB7YrOvwBHQdnlBj/c8r1oGIXCtgl4vhO7qPTfsTEcARiONBBuNngEB8eRnHARwHMnAgvR4oL5P06orcP24ICosDKVUr4CGx3GLnajxQZKOE0Tikb4VWgUJNIYaEDnFI/45GUFiaAI1pzrZAkQl/X+dO17jLpGjdUorWLeuXq4PneZQW/g3KB4UoyS+CKr8IBTfvoeyXgwibNhkdE3rZWWIrEYnAaXUQuzWOhGaNEYZhADEDRswCVnzN7gByT990mFzOJGP7mwB40zaBoBKn45uDM2vcp6KdmBFBIpJCzEogEckgEUkhEckgFrsZt8VukIjdjNtid0jEMkgk7hCLPSCReBjrJZ4Qi91RolbAQ2qZP5QrUlqmRCdvx+RgO5R2CKM7jHZI3w2BoLDYwBtvvIH9+/cjLS2txnThgDHL56pVq8DzPAYOHIgNGzZAIpHg3r17SExMREpKCtq1a4fz58+b9uF5HvPmzcPBgwchFovRvHlzfPbZZ9UmE2xMb9LKsmxEtRtq1T62Ju/75ZdfsHDhQlPbvLw8BAYGIjk5GQCwY8cOfPTRR+A4DgEBAdi6dWuVkOeVYVkW3i384N3CXOH5TaWCb/tQq87NEYhkMmjVWkFhEWhQGBCCX1lrVvauBfsRETjeAL1eBYNeDb1BDb1BBYNeA71BBb1BA4NBA71BDY2mEAaDFnpOA71BCwOng57TQs/pyj/rUFKQh16tRjjmJBuAotJ8+Lo7JvGh1qCFu7jxWp8EhcUGxo0bhwULFiA+Pv7/s3feYVJUWf//VOc4CYZhYJgZcg4yICAoQRSzi7rr7rvrigFQwNefrrr6su6acXXfdxcDiisiZkkqa0YxgBIl5zgJJofu6Rzq/v5opplhUvdM9wToz/P0091Vt26d6lB16txzv6fBNidOnODRRx9l+/btpKSkcP311/Paa68xd+5c4uLieOqpp7BYLMyfP7/WdmvWrOGnn35i165dqNVqnnrqKf7nf/6H5cuX19lHqc3HfzYtRQiBEDIC+fRrgRB+Anc9/tOtz3Zu6ovOBNp4vFUkJ/SjV+oI4gzxmA3xaNUtU750ejwkGMP7w7S09Pu0adOYNu2Mk3TNNdcwefJkIDAt98EHH2THjh2kpqbyzjvvcPfdd/PZZ5+FfWzuikqSurZ91VOlVoPL7sSYGNd04xhtQMe5wWgNJElCpVSjUsaDLr7F/Z3asBqluuM66+VVZSSYIl/huspThVLRcWYE1UfMYWkBl1xySZNtVq5cyXXXXUfXroFE07vuuotnnnmGuXPnkpSUxIQJE/j+++/rbCdJEm63G5fLhUqlwmq1kpaWVu8+fikZz+2Tr0QhKVBJCiSFhEJSolRIKBUKFAo1oAg7EuPxedh6+AdOFO7F5bHh9lYhhDfk7ZUKLVqNGZ3GjF4bh0Frxuuzh2VHJEq/1+TUqVN8++23vPHGGwDs3buXYcOGkZqaCgQK+/3xj3+krKyMTp3CPGkIgbId6MaotBo8LndbmxGjHrwuDwrluVmGoFEJglbE66hCm9pxhQgtjjLSkzMj2qfVY+WtfW9x59A7I9pvaxNzWKJMbm4uGRkZwfeZmZnk5tatZ3E21157Ld999x1du3bFbDbTvXt3fvjhh3rbnqz0khQFj1yj0jB+0GXN2lYIgdPjwuqoxOa0UuW0YHNWsulkH34XRj95eXmkpqYG69ZIkkR6ejq5ubm1HJasrCwWL17MvHnz0Ov1LF++vF5FyTfffJOrrrqKLl26ADB8+HC2b9/O4cOH6devH++88w5CCHJycsJ3WNoJKq0WjzM6SXuRxu/1g+L8iTi4KiyoTB337r9x2ocj5nPaURvMIbf3e3x4HU4kpRKFKvCQlIo2qwpucVSSFNclYv2VOktZeXgldw69E52qY9aGqibmsLRTtm3bxt69ezl58iRxcXE8/PDD3HXXXbzzzjt12mZ2an9T+CRJwqDVY9DqITE1uPydHb9EZX+NFe+rRgjBG2+8wQsvnBln79u3L6+++ip//OMf8fl8XH311SQkJAQdpI6ISqPB4wk9EtaWVJY5UZs1zd6+pflNAM8//zzLli1DlmX69+/P0qVLSUhIAGDZsmX84x//QKlUIkkSTz/9NFdd1fz8CEdpJTu3fcX+/J+QUKDW69Dq9GgMBjQ6A2q9Hq2++tmI1qBHYzSi1upQqdUoVWoUp21pf7SPCEvnQWM5+tW7KFTLa82Wa2hygi0nG2P/XyNkOSBK6JeRhVxvWwTYK8oxni5Cevb0Y0khISkVqLQaVFotKp0OtU6LWq9DrdOhNuhQ6XVojDrU+sBr5VnnGqvLSmJcZIaWvX4vyw8tZ9awWagUHfecVk3HP4J2Tnp6OseOHQu+z87ObjShs5q33nqLKVOmBE+ct956K5dfXv9UtPZ58ooMPXr0oKCgAJ/Ph0qlQghBbm5unc9QkiQee+wxHnvsMQA++OCDOheuH374AZfLVSufBQK5SDfddBMAhYWF/P3vf683ubmjoFQp8XUYh8WBIb75EYeW5jetXbuWpUuXsnnzZsxmM0899RTz58/n5Zdfpry8nHvuuYfDhw/TtWtXNmzYwA033EBxcXGz7XVbbVx47U30GD8Cv8+Ly2bDaavCZbXidtpxOxy47DaqykrwuFx4XS68bhd+n/f0xdSPLDdwMa1T1iCc9QIkCYVCiVKlDjhHGjUqtTZw8VUHLsBqjRaVVku8SY05zoBSrUWhUiOEH0nVPiJH8X1HMrLvyJDbuz78B7qbb2jxfoUQ4BPIHh8+pxuPw4XX4cTrdOFzuvBanTiKKvC53XhdLnxuNz6PJ5BrWOM7iRMK3l/7Zp2vSSCCkv0121vdVgCMHh3KuNrOv9VXxR8vm3lOOCsQc1iizo033siECRN47LHHSElJ4dVXX+W3v/1tk9v16tWLzz//nAceeACNRsOnn37KkCFDGmzfEXQ3/H457BoZkSreB4EL14wZM1Aqa+eZVBf28/v9/PnPf2bu3LkYDC1X320r1CoVuXuK8KhPotGr0RjV6PRqdAY1eq0SnUqJop0Mw1jLXZjDULmtSSTym3bt2sWECRMwmwNDCFdddRWTJk3i5ZdfRpYDyetVVVV07dqVysrKBvPIQsVlrSKxR0CeV6lSY0xIxJgQnRkh4SJkGZ/Xi9d9xlEKPLsDr90ufB43ziorBV+9R//RFyL8XmSfD9nvIWn8LW19CM1CilBkSJIkUEso1RqURg1aQh+WqsnYMNvLslzv8JXs8OI8UI5Rl9AsO9ojMYelBcyePZvPPvuMwsJCpk2bhtls5ujRo7WKyvXq1YvHH3+c8ePHAzBp0iRmz54NgMPhoF+/frjdbiwWC2lpadxyyy0sWLCAuXPncuDAAYYPH45araZr1668+uqr9dqhUoDb60WnaX5ovTXIKXeQbA7/LiwSxfssFgurV6+utybO7bffTk5ODm63m6uvvppnnnkmbBt9fjmq6pThkK7WYNLJeJDwlrtwnKzC75bxeXz4vDI+vxzWKbrU5ibRoEGpkBCShFBKKLRK1FolKo0KtU6JRqdEo1Oh02vQG1ToDWr0ejWaJhRsHZUuuvVt3gU7EvlNWVlZLFq0iMLCQlJSUnj33XepqqqivLyczp078+qrrzJy5EiSkpJwOp188803zbK1GrfVhi6xeReyaCMpFKi1WtRaLcQ1PltnR/ZPdLvm/7WOYTEapaFcG/dxC9o+Ca1rTJSJOSwtYPHixfUur1lUDmDmzJnMnDmzTjuDwUB+fn69fWi1Wv7973+HZIdWpcLtc4XtsLRURyZcDhZYyewcfuQiEsX74uPjsdvt9a774osvwrbpbMqKy9EntI9pxEqlkuRuZuJGdYt438Iv8Hl8uJ0+nA4vbpcPjyvw3lPhxl5gx+PyB5wjtz+g/Hp626A7V0NI2HjSTuK0XhG3syaN5TdNnjyZBx54gGuuuQalUsn06dMBUKlUWCwWFi5cyJYtWxg4cCD/+c9/mD59OgcOHAhGa8LFZbOh6+DTzUMVqox2flFFRQXz5s1j69atqNVqrr32Wp599tmIHmtHRvb4UWjaftZiJIk5LOcAGpUKl8dNfJi+QEt1ZMLlWImdrMz2Ef6ONMUnCtAezeHYm2uQFApQKk8/K5AUitPJeMrTDymQOKlQIKnOLJNUShSn684EZypo1EgqFUq1CkmrRqlSodCokDSB5Mv6EEQuzH02klJCrVej1qsxNXMopyZl7x5Ao2neaShS+U1z5sxhzpw5AGzatIm0tDTi4uJYuXIlCQkJDBw4EAjM3KuOxvXt27dZNvs9XlT69pHr0Vx8LgcqddPfWTTziyAQGR0/fjzvvvsuEMg/i3EGTQ8znlwruv5JbW1KxIg5LOcAWrUKtzd83Y2W6siES265g9+PzWi6YQckx2Yg9bJrSEyPC9SNkeVAHRlZDtSWqX4+vUz2+xFeP8LuRPbLp2vNyMhyoP4MfnE6ydKH8PoQPh/4fYHtfYFnRKB+jd/rR1HmpnOPgBy5cLrpNKvjVGBtLpHKb6rOYXI4HPz1r3/loYceAgJ5ZDt37qSwsJCuXbuyceNGfD4fPXq0oBaW1PGT5N0VRejMCY22iXZ+0dGjR9m2bRurVq0K9lV9jooRQHjkQL7AOUTMYTkH0KrUuJrhsIRCc3Vk6sPh8ZFkbN95Ns2lvMTJxdcNIr4ZOTotpWhfGY5CO6mXNj377FwjEvlNl19+ObIs4/F4uOWWW5g3L1D7ZuTIkcyfP58pU6agVqtRqVQsX74cna5ja1m0FHdFIdq4xu/ao51ftH//ftLS0rj77rvZtm0bnTp14u9//zsXXHBB+AcURjAymsNcp06d4rbbbiM7OxutVhuUXEhODk8ET/hk7NuKQALj6HPLiYs5LCEghB+k9uupatUqXB5PW5txXuN2+9vEWQGoKrCT0K39afG0BpHIb6ovEbuae++9l3vvvbdlRp5juC0laOMjI6rY3Pwin8/Hli1beOaZZ1i8eDFffPEF11xzDdnZ2eHn14UR8IrmMJdSqeTRRx8NDtE/+OCDPPjgg7z55psh2yc7vFT9dArTRd1QGsPPM2zvtN+rcDtCln0opPb75WvValy+6Dgs6enp5OTkBN+HqiMTo/WwFTswd++41WljdCzcljK08Y3f9dfMLwKazC/asWMHP//8M4MGDaqTX7Rt2zY2b97MpEmTgvlF6enpdO/ePVgT7Morr8Tj8dQ6V0Wa6mGuP/zhD0BgmCsvL4+jR4/WaldzmEuSJK688krefvvt4Lqzh7mq16WkpNTKJxwzZky9at2N4T5uwTg65Zx0ViDmsISEEB4kRfv9AWjVGtze6DgsN954I2vWrKGwsBAhRMg6MjFaD5/Lj7YF4msxYoSDy1qBNqFx6fia+UVAo/lFFRUVAMH8ouocIgjkFwF18ouysrKIi4tj9+7dAGzZsgUhRMvyi5qgsWGummRlZbFmzRqsViter7fOMNc333wTPJ/WHOaqid/v56WXXuL6668Py0ZNRhzu45bmH2Q7JzYkFAKy7EUhtd+PSqfWUFZlC3u7lurIxAgQ6jTPSFBV4mT3ysMYTRoUKgmlSoG11Nlq+48kstsHyo6dgHo+4rFZ0CamNNkumvlFkiSxbNkyZs6cidPpRKvVsmrVKrTatnfcmzvMVY0Qgjlz5pCYmBj2cKTSrEF2+CJ3MO0N0QIWLFggAHHvvfcGlzmdTjFnzhyRlJQkjEajuOGGG0RhYWGj/ciyLB599FHRtWtXodPpxKWXXioOHz4csh0Wi0UAwmKxNPdQGsXlKhTFxV9Fpe9IsCd7v/j8l+/a2oxG8fj84n/+90Wx6YMFgcf7z4iNK/5PbPn0dbH92+Vi78YvxeFdG0X+sf2itPiUcDodQpbltjY7JAoLbeLd5ftbZV/2YrvY8voe4XJ4hMPqElUlDuG0uELe/vDhw2LcuHGib9++YtSoUWLv3r112vj9fvGnP/1JDB48WPTv31/cfvvtwu12B9c/++yzYuDAgWL48OFizJgxYvPmzc06FneeVVR8fqxZ23ZUNr7yTljtI/F9Pffcc2Lw4MFi4MCB4le/+pWoqKio08df//pXAYgdO3Y0adP2Vx8WooP8N0PB9cFzIbUrKioSZrNZeL1eIUTgupWSkiKOHDnS6Hbvv/++mDBhQr3rNm7cKNLS0motmzdvnrjyyitrfYfhYF2f36zt2opwrt/NDhts3bqVxYsXM2zYsFrL77vvPj777DNWrFhBfHw88+bN44YbbuCnn35qsK/nnnuOF154gWXLltGzZ08effRRpk2bxv79+9tFRr4se5DacQ6LUqnGL7dvr7q0tJSJ/bow5prAHRJC4HE5cFRV4rBZcNkr8dgrKCvNwee04nNWIZ/OywnMAq2hNsbpGb01lklKFUqdGbU+DrUhDo0hDr05AZ0pHqMpAa3eFNBFiQKHjlfQI711xMBclR5QK9DqT/8ewxRNbWnS4M6dO1m0aBH79u3DZDLxzjvvMG/ePLZs2RL2sXhLnKgioOXSkQi3NEW0tUwgMJyydevWWrMBmz6QcycyJkL8TqI9jR4CYp5Hjx7l448/bpY4od/qRmFov6MBLaVZR2az2fj973/Pv//9b5566qngcovFwpIlS3jvvfeYMmUKAEuXLmXgwIFs2rSJsWPrVkkQQvCvf/2Lv/zlL8HxurfeeouUlBQ+/vjjdpEvIcteFIr2Ox1XpVTjl9t3sbvCU9mkpJyp2owkodEb0eiNJHTp3uL+PW43DpsFh60Sp82Cx27BnncYr7MKv9MKXgcAQkinz7U1nZ8zReEkCbQqJQqtCaXejFpvRmWIR2OIR2uMQ2uMx2CMR1VjJkJerpXLpma2+BhCIalvAkd/qF8duSkioY0hSRJerxe73Y7JZGpRfR1/mRNNZuMS8OcSDRctrJ9oa5lAIDdk3rx5rFq1iosvvjgSh9mhED4PhDHcH81hrp9++okXX3yRAQMGMGbMGAB69uzJRx99FLJ9rsOV6AdHZgZXe6RZDsvcuXO5+uqrmTp1ai2H5ZdffsHr9TJ16tTgsgEDBpCens7GjRvrdVhOnDhBYWFhrW3i4+MZM2YMGzdurNdhcbvduN1ndEesVmtzDiNkZOFBascOC6jw+f1tbUSjFJWUMWJA9Coga7RaNNouJHRqPBmwKWRZYHN7cNiqcNstuO1WnE4LVUV5gaiPK/AQpy8+kgSJxUbK1najy29bXvG1KSqOViL7wrvwVRMJbYzhw4dz33330bNnT5KSktBqtfz444/NssdX4cYwpuMWmQwXr82BShd6jkW0tUySkpJ46KGHuPvuu8NLVnVVht62nSMcNtCELgkQzWn048ePb3E+nOz2odDHIixBPvjgA7Zv314nLAkBaWSNRhOs9VBNSkpKg7LJ1ctTUmoncTW2zYIFC3j88cfDNb3ZCNnTriMsqQkm1tna95BQSaWFziktq3TbGigUEnF6LXF6LSR3Dmmbkz/8iNrQOkOXx346RZee0R1+aixp8MSJE6xevZqjR4/SrVs3XnrpJW6++WY2bNgQ9n6Ex4/K3H7/V5HGWVGFzhz56efNTfJcu3YtOTk5vPTSS2HtT1K1/TB9pBD2KiTduaNh1NFVlJsirEH9vLw87r33Xt599902zS155JFHsFgswUdeXl5U9yfLnnauw6LF284jLLLfj0obXr7CkSNHuOiii+jXrx+jR49m3759dfuVZR544AGGDBnCgAEDuOOOO/DUENF7/vnnGTJkCIMGDWL69OlUVlYG1910001069YNSZJqLQ+X4sP5JGeNavb24TDq1kGcPFyJ9VT4s8IioY2xatUqhg4dSrdugcKKt912Gz/99FOtzzxG/bjKLejiQk86iraWybp169i+fTuZmZlkZmaSn5/PVVddxX/+859G7RLnmMPCOeSwnOuE5bD88ssvFBcXM3LkSFQqFSqVih9++IEXXngBlUpFSkoKHo+nzsm/qKiowToP1cuLiopC3kar1RIXF1frEU3kdh5hUSm1+OX27bA0x++vTjg8fPgwf/7zn5kxY0adNjUTDg8cOIBCoWDhwoUAwYTDjRs3sn//frKyspg/f35w27vuuoudO3c274BO47Fa0OhVUUvorQ+fT8aUEv5QSiS0MXr16sVPP/2EzRZwmD799FP69esXdoKg62glsqN9511FGmelFV0YFb2jrWWyYMECTp48SXZ2NtnZ2aSlpfH555/Xyrc41xFOG5I+JrrYYQhn+pHVahV79uyp9Rg1apT4wx/+IPbs2SMqKyuFWq0WK1euDG5z8OBBAYiNGzfW26csy6Jr167iH//4R61pTlqtVrz//vsh2RXtac2lpd8Luz07Kn1Hin999kFbm9Aoy94LbzpnqFMI586dK55++ung+1WrVomhQ4cKIYR4/vnnxcyZM4PrfvnlF2E2m+vsC6h3qmcofPXCy2JMVlbUpgmXl5eL//qv/xJ9+/YVgwYNEn/+85/Fvo+OiL0rQ5/2X5ODBw+KsWPHir59+4qsrCyxe/duIYQQd9xxh/jkk0+EEEIUFhaKAQMGiEGDBokBAwaIV155Jbi9LMvi4YcfFv379xfDhg0T48aNE9u2bQvbjvKPjwhvib1Zx9BR2b96rSg7khvWNi39voQQYsiQIWLQoEGiT58+4vHHH29QLiAjIyP0ac3nCO7Na4Vn16a2NqPFyLIsHHtKhG1zQVubEjbhXL9bpMMihBATJ06spcNy1113ifT0dLFu3Tqxbds2MW7cODFu3Lha2/Tv31+sXr06+P7ZZ58VCQkJ4pNPPhG7d+8W119/vejZs6dwOp0h2RBth6W45BvhdJ6MSt+R4l+ffdjWJjRKuA7Ltm3bRL9+/WotGz16tPj2229rLXvjjTfEmDFjhMViER6PR9x8881Bp2TdunWiZ8+eoqCgQMiyLO6//34BiLKyslp9tMRhGd1/kFi6dKkQQogVK1aIUaNG1Wnz2muvicmTJwu32y1kWRZ33nmneO65gPbDjh07RHp6uqiqqhJCCPH222+L0aNHB7f91a9+JZ5//vng++pjWffcVuHz+Jtlc3ug9N39wu/ruPaHSsGOAyLv553i1C/7xffPvSqcp7/njkx7clhkt0u4d20X7l27hWvXPuHcvENY314uqt5bLqreXy5sHy4XtlUrhf3j1cLx6cfC8eUa4Vz7mXB9/5Vw/fStsL/zgnAf2tPWh9EiZFkWlnW5wn2yY/62WkWHpSH++c9/olAouPHGG3G73UybNo1FixbVanPo0CEsljPywQ899BB2u51Zs2ZRWVnJhAkT+PLLL9uFBguAkH1I7Vjp9nympaqSLSH7l43szz1Rq7ZIJKcJHz16lG3btrFq1apgX9XDpMNv6svGV3dz0ZxhKJQdo8JG+aFy7NlWlAYVVLixZFtRG9WojSrUBnWHOY5w2P/FN/S++CK8FVbSRg1Ha+zY+RI+RxWqZuiDRAvvnl14T+Sh7tEFSfiQhB/T9GlIxjiELMDrR3g9CK8XvN7Aa48XfF6E14tL1mHQRE/Ov1UQoNAq0XQ794e2Wnzm/v7772u91+l0vPzyy7WEic5GnDV1S5IknnjiCZ544omWmhMVhPAhScq2NqPD4nK50KjCuxjVTDhUqVRNJhw+9thjQGAW29kJh3PmzAFg06ZNwYTDSLDl03V0S0uL2jTh/fv3k5aWxt133822bdvo1KkTf//737ngggtI6hlPcs848n4uIOPiluvYtAYlG07SKasrPqcXX/9ErIcr8Lv8yC4/sqeZOVhKCYVWiVKnRKlTodSrUBkCDpDKoEZtUqE2aVBp6v5/bcV2svccxhBvQGfUoTXq0JuNGBIjd+I3JCSSMWFkxPpra7y2cgqPHERa9iRKtRqlRkfGtNvRmltHOPFshMeDekAfNEOG11knKSTQqpC0DV/mpMNHO/xMNUkhtWp5kLYkFjYIASF7QfYjfK6zVpx5IVWrrgZ/OKefG3gvhIwQPkBGyD6E8J95yD6E7EX4vSB7QPYiyx7wuTmOB7dCwi978cm+0w8PeyuLeXnzp/j9fuw+OzZvJUZVAj5Zxi/78YvAs0/48ctyYL9nHYqixiFJta2ulTTr8XsptXn54LcPhvT5lRSeJCUxvBNaa6hKtgjZj88X2jTC5k4T9vl8bNmyhWeeeYbFixfzxRdfcM011/DL1zvI3lCIIVFLnysyI3M8rYCkUtJ5RONVfsPF7/bhsfvw2b147V68Di9+hw93mQu/y4/f5UN2+8F/1gldgjK7haokB/2TTFSVWyk7WcKJI8dJSExAkiQkJNRaDRqdBq1Oi1avRaPXodFr0Z52cLRGPYoGnHGfy4NCdW7d6Oi7ZDDlr2/g97jwux0U/fA+5Sf2kzqsrsZWJPAdP4zjxx0otPV/xv4yK8ZrJza7f+HyoTB1LIdF+GQ8+VVIWhXqFAOSQkKhViI7vCgM7Xc2aySQxDngmlmtVuLj47FYLFGZMeTe9wGu7C+QtadnZkgSCBGQdD77enX6fR255+CFLfAshBefz4ZG2wUJBUgKJEkRiORIClCoAhWiFSokpQYUSlxVpfxUspdOF/wWlaRCpdCgUgSe7b4kJAyolUpUCgWSAgwqPZrT79VKFWqlErVCebqNqtlz9v/f5y9zz5ib6N2p6QJoANu2/IReq2bw8AvD2s+hQ4eYMWMGZWVlQVXJoUOH1lKVLCoqqqMqeddddwX7GDp0aC1VyUcffTR43FdffTW7du3i5MmTdOvWjb59+9aJGDZEwfffUOJWMuHX11NeXh6MAqWmprJhw4Y6jlVNPvjgA15++WXWr1/PP/7xDw4fPsxrr70GEBwacrvd7N69mxtuuKFWNdjk5GRevHsJv/7L1SjriRq0Z355ejPmNDOGTDNpE9s+DL/lh90kdoqj75DMetf7fX48Dhduu/v0swu3y43H4cbjcuF2e/C4PQhZrvVfqj6lyj4/uQX7MCYn1pKyV0gKdDotSZ2TGTNlap39diTyP38Fba8xJA+IThTJte4bVJkZqHr1jUr/Ze8eIOm/BnQo/ZKq9floe8Yju/14T9mQ1EoQAk16HJruHW9YKJzrdyzCEgJaWYV28j/BkNSmdigseaRtXcSonr9uUztkIYfsrAAUlZYxZuQFYe8nmqqSAJ999lnYNlVTcKiQkbP/0OIoUK9evVi6dCk2mw2TyVRrmnBWVhZxcXHs3r2bYcOGsWXLFoQQpKf16HDOCkDW/IDc+OFl+6H5N8URo7SknAHDeze4XqlSoo8zoo9rSd7JlXWW+Hxe7FVVfP7hBx3eYfF6fZg0oav3yjYHvsIyUKmQlEpQqpCUKlCpQKUMDOMoTpfPUEr4q1yoozzc1JGcFQAEqLubkCQJXe8EZI8fucqDqtO5X5cr5rCEgrsKtGFWmYsCao0R4XM33TDKXNZrHI98/TozLriOLsY44nVaFIqG//TlVhtJnVMbXN/RsBw7Qny3QL2OltYWmT59Olu3bmXUqFFotVqMRiPvvfceEDiRLlu2jJkzZ+J0OtFqtaxatQrN8Y4Vwq6J1+kFVfu4QLhdbuISWj8JVqVSE5+YhKadTCpoCT6PN6wkXOfnn6FKVIMEsl8GWQ4Mt/tlkE/X9RKALAVGz4WMIqFtbxTbG7qBSdg3FWAaFxBvVGiUKM4DZwViDktoyD5QtP1HpVIb4ew8mjbg2oGjMGg0rD6wFou7CrfPT33jitWjzpWOHG5R/VdrmhhVcjfsYNCvrwFaHgWSJIkFCxawYMGCetdnZWWxefPmWsu2Ha+r+NtRsOfb0JwnJ9fzAa/HjdoQutMn/KCZen3Hi2q0I9TJBoTbj3N/GfpB526hw/po+6twR6Ed/MEUSk3gH98OuLT3MC7tPSyktu9/OS/K1rQufq8fpaHtivYplAp8Lh8qXcf7+zpKnOg7xxwWoHnyz+0Mn9uFSh/ekE1rOivOb9fiL66su0KhAIUaUezDtWYrqDSg1iKpdaDRIWl0oNUhaQOvJZ028FqvD7Rr4yn4mjQzVeubV7W9I9PxznjnM5J0LpzjOjRle/fSKSOyM13CRZ+gwV7kID6jbaaStgRXsZMuF9ZfcuN8wu1yoVJ2vDyks5F9XpTtuBaPv7gS0+/OyvkTAmQfwuvC4HUjeV0IjzvwcDvB40K4nQhbOaIisByvC+F1g9cNvkDdLEXVEfymfgTmXpwVYxYgHBVIhsSAY6rWgdYAGn2g2KLWgEJnBL0BSW9EMpgCzxoDKBu+LAufjPu4BdeRCgwjQ88jPFeIOSwxos4PRRq8778bfC8EgT9xVSGapB4YdVpMeh0mgx6j0Uj3tHQSktrWKWiI/K37GPr76W1qg7GzHntxx3RYfFY3hi5tH2Fp68mRpadOEp+Y2KY2RARZIPx+pAiJMbYKkgRKNZJSjaQL5CY290YwlEnEwi8HHCCHPfBw2sDlwO+wQ0UFwmUHjwPcDpBdSMJfr56EouoI3q5Xox49lfirep6Xw2od6FcWA6g3V6S9MfOT5zFqDNXKNOiS+/DHq35ft6EQuJ127DYrNpsVm82G3WHnrU++5L9vu6W1zW4SIcsIv4yijZU+Dcl6Ko9Zmm7YHhE0qFvSmrhdHooKi/j43a+RJAmtTotOr0Wv16E36NCbdGT27Y5aHZ1TZGlREYmd26dTHg563yjsqz4Cuem2RwsKmL3oRSr+Np/4+HjefPPNWiKPEKi+/tBDD/Hll1/i8/kYP348r7zySlAl+vnnn2fZsmXIskz//v1ZunQpCQkJtfr429/+xhNPPMGOHTtoWFyg9ZCUCiSDEcLI9amX755BPem6dpGe0FbEHJZzhP/+7/9mzZo15OTksGPHDkaMGFFvuyVLlvDss88iyzJTpkxh0aJFqNVq1q1bx8MPP4zNZkOSJK6++mqeffZZFAoFe/bsYe7cuRQXF6NSqbjwwgt5+eWX0evr3ikX26x0MSTx9GV3NG20JKE1mNAaTCR1CWS8+7xevtl+kLfff7de50ynUWPSazDoDRj1OoxGI737DkKri/5de8mOHXTp1y3q+2kKfZKO4h0lbW1GWBTvLcVT6cbvrF2h+ciRI9x6662UlpY2+yL297//nWXLlqHRaNDpdLzwwgtceGFA8+emm27i559/pqCggIqKiuDFTafXctcDfwTA5/VhtzlxVDmx21w47S4O7j5KVYWdkeMHReXzKCstYcCwuuqsHQ2hN2O6+fKQ2t4/ZQp3/2U+M2bMYOXKlcyYMYOtW7fWalOz+rparWbWrFksXLiQBx98MFh9ffPmzZjNZp566inmz59fS1V9y5YtbN26lYyMjIgeZ7ug61CoyIaknm1tSdsRvZJGrUe0ix+Kza8FX95zzz0iIyNDAI1WNn399ddFnz59RK9evcSdd94pPB6PEEKIEydOiIkTJ4q4uDgxfPjwOtvt3r1bTJw4UQwYMEAMGDBArFq1qtb6LZ/Mqnd/P/zwg8jLy2u04urx48dFampqsIDetddeK1566SUhhBDbt28Xx44dE0II4XQ6xfjx44NF/Q4fPix27dolhBDC5/OJ3/zmN+Jvf/tb/XYc3y8Wb/6swc+lJch+v3BUWUVxQb7IPnpA7N21VXy4eqVY/8M3Udnf2exc8p6QT1ePbks8bp/Y8sbnojJnj7CeOiLsZfnCVVUmfG6H8PvbZ0HBA4t3ieJfikTZwdqFJydPnhzV4pFr164VRUVFYRe4/GXDPrF/x5nK4IcPHxbjxo1rUVXu5557TgwePFgMHDhQXHbppWLZyy+IlUtfFyuXvi4Akd69u8js0UNk9ughnnjkIbFq6evi3VdeFkX5eSHb3doceP2rkNq1RvV1u90uRo8eLXJzc4Pnwar3ljf72NodBXuEOLGhra2IOG1a/PBc56abbuKhhx5iwoQJDbY5ceIEjz76KNu3byclJYXrr7+e1157jblz5xIXF8dTTz2FxWJh/vz5tbZzOBxcf/31vPXWW0yYMAG/3095eXmtNg1FAy+55JImbV+5ciXXXXddsIDeXXfdxTPPPMPcuXO54IIzwm46nY4RI0YE69307XtGZVKpVDJ69Gj27t1b7z6OlZ+kd6foRCEkhQK9yYzedEYTx2azER8fH5X91UTIMkKmXYzVK5USntTvcVovxe9zIfuc+H1uZL8rUMIhRKpTuMXp0hKiRkxLQoFSqUOh0qFU61Gotag0JlQaIyqdCaXWjFpvRqkxoFA0nTwqaVQkj+xSa1lxcTHbtm0LlimIdPFIgKlTmyfMVllhJa3nmd/97NmzmTVrVkSjA5v3HTwTHbjtTnbt3VtneGPDV19gt9madQytQahD1Hl5eaSmprao7lZWVhaLFi2isLCQlJQU3n33XaqqqigvLycpKYmHHnqIu+++mx49mqeiHIloX2NDVg1F+0KmMge6hjYz81yl7c++HYyWOgZJSUlMmDChXgn49957j7FjxwadIaVSSXJy5Ma5c3Nza4VKMzMza8m+V1NYWMjKlSv59NNP66yz2+28/vrrDeqG5FQWclmf1gt1JyYm8eMvu9iye39wmUaloFOcmaSkRDondSKpc1dMcfEtSlIr276Zzv0zI2Bxy3HYLBjMA+g6JLRQfHPw+70Irwuvy4nscuD3OPB57HhtVpwVBfi99sBDdp7l6Jzt+ATeu4xdgNrDK5G4iDVWPLIlVFmrSEoOOMKRcKx27drFhAkTMJsDzvZVV13FpEmTGi0SC2CpqGDE2HEtPp6OQnOrr69du5acnBxeeumlZu87Gk5pzSGru+66i0WLFpGS0ozZPad2QNF+6H9Vs4/vXCDmsESBUB2Ds9m/fz9arZZrrrmG/Px8hg0bxv/+7/9G1GlpCqvVyrXXXstDDz3EqFGjaq3zeDzcfPPNXH755cGTxdlUui10j+vcGqYC0G/gMPoNrH3X4XI6KS8tpKysmBM52WzbtZucUitTRw3BHBePyRSHOS4erc6ApAgtAfTU7hMM+ePN0TiEsLFbi9EbovsZK5VqUKpR6Vqu8OywV3Jg++pmb9/c4pEtQZZlVKcTblsjOgBw6aWX4vP5uPTSS3nyyScxGo24XE6McdGPIDaXUG8Bol19fd26dWzfvp3MzEwA8vPzueqqq/jXf93Cb86e1lwPreGUNivaZyuBXe9Dcn+YGFqx2XOZmMPSjvD5fHzzzTds2rSJbt268T//8z/cfffdrFy5MiL9p6enc+zYseD77OzsWieMqqoqrrjiCq6//nruv//+Wtt6vV5uvvlmUlNTWbhwYaP7aevpdjq9nm49etKtx5nktLzsI5SWlpJ3Mh+b3UGVw4Xb66s1e7Cs0s9wH6Qk6dGa9GjNRrRxZrTxcchC0W4q79qsxeiNHWeGiaX0JEZT3dIMkbiIrVq1iqFDh9KtW2AY8rbbbuOee+7B4/EELyqtRXOjAwA5OTmkp6djt9u56667ePDBB1m0aBFeq5UjKz5AYzKhiYtHazKj0BvQJyWhMZtRtLG8v9IemsMf7errZ6tFZ2Zm8vHHH9PnwJGQ7GstpzQs9n0ELguMmQ2q0Os1ncvEHJZQCFOzoSnHoLHtJk+eTPfu3QH4wx/+wLRp08KztRFuvPFGJkyYwGOPPUZKSgqvvvoqv/3tb4FALsgVV1zBFVdcwV/+8pda2/l8Pn7729+SlJTEa6+91oRDEvpnFc2ZTWfTI7MvPTIbr/j6wUeH6HdhKqmJKtyVFYGHtYrK4zn0vrzhnKXWxmkvJTWj48wwqbKcwpRQ12GJxEWsseKRkSLa0QEg2JfRaGTOnDnMmjULgE4+gTktHXdVFfbiIsqPH6O04CQGjRaf04mQ61G+rtY5qm0dvuJiVNXRWumMzSqVGpVOj1qvR2UwoNYb0BiNqIxGNEYTarMZtcmEOi4elcFQ6//vM4Ywn/k0La27BXD55ZfXqr4+b17rqmi3xCkNC68Tyk/Axfc33fY8IuawhEKYEYPGHIPG+M1vfsOSJUuwWq3ExcXx+eefM3x4aBem2bNn89lnn1FYWMi0adMwm80cPXq01smgV69ePP7444wfPx6ASZMmMXv2bAAWLlzIli1bsNvtrF4dCN//+te/Zv78+Xz44YesXr2aYcOGBZNzx48fX+/4eziuXUsTmBMTE/nggw/o1asXLpeLqVOn8tZbbzFjxowwrDiDrdJF91QzkkLCYDBg6Na9Wf1EG5ezFHN8x1G5tFedonvmyHrXRbN4JMDVV1/Nrl27ABg8eDB9+/atN3+sMaIdHaioqECr1WIwGJBlmQ8//DD4P1NptKReND4se8NB9vvxOhx4qqrw2qrwVNnw2avwOhy4iovwOk7gczrxOp2BfCZv7WnpnelF0cJP6jhIqgQTnf54aa1l0a6+XpPs7GyEx4398LGmG9M6TmlYqE/LNDjKwRAr/hgkyjOWWoXWnNY8a9Ys0b17d6FUKkWXLl1E7969hRBC3HHHHeKTTz4JtnvttddEr169RK9evcTtt98enNZst9tF9+7dRefOnYVarRbdu3cXDz/8cHC7t956SwwePFgMHTpUXHHFFSI3N7eWKYffujo6xxgh7v3spbC3aWwq9nPPPSdmz54dfP/ZZ5+J8ePH19t27ty5DU63DoV/L9nZ7G1bk03rXmhrE8Ji07cvtNvp1g3xwZJPxEfvfBV8vLd0pRg7dqzo27evyMrKErt37xZC1P7fFxYWigEDBohBgwaJAQMGiFdeeaVWn0OGDBGDBg0Sffr0EY8//riQZVkIIcTPP/8shg4dKoYNGyYGDRok/vCHP4iyssD073Uvhf9/ag8ULvy4rU0Q/ooyYfsodDsmTpxYa4p9VlZWnTZOp1OUl5cLIYQoKSkRw4cPF2vWrAmuP3XqlBAicJ6/7LLLxAsv1P2vEuoUe69LiB//IcTO90M+ho5IbFpzFFm8eHG9y2veJQDMnDmTmTNn1mlnMBjIz2+4aNUtt9zCLbc0rPJqSWifd/0AXr9MiDmsIROJmU0x2p76hunaMzfffl3wtdPu5ttPf4padGDcuHHs3r273nVWi4WT27ahjYtDFxeHLiEBVRvnrXQUhNOJQhuKeH6AaA9ZhR3tU2nh4j/B1iWQtxV6jA7vAzgHiTksMSLG0dJS4rWmVt9vYzObwsFdbufQpsMY4o2YEo0Y442odao2TyJuLtHWlaioqGDevHls3boVtVrNtddey7PPPlvXkI758QUpzC8hKTmhTfY9YvJkrEXFuE+cwO1w4Ha6qLJa6Dl4CIOuPr+nuDaFcDqQdKEnq0Z7yOqzzz4L2ZZajL4j4LToE6Bz43l45zoxhyVGxDhQlE+KIbKzV1oysylcShQncdk1VBQV46py43Z48ftBOp2YE8zPqXkBPr1QpVGiM2jQGnXojDrUOhXGRDPGeBN6kx6NQYNKrWhV5yfauhK3334748eP5913A4UtCwsLW+3YWpPignK6dO3UJvvOGFdXg+XIt9+i0sRmjTSFcLtxHy1GeL8K5iFqR49CkdABc0IuuAV2vBVzWNragBjnDkWOEoZ1a3o2VDg0d2ZTuFitduKSzQy/NPwIjRACt8OFvdKG02rHYXXgcXkpPJaP2+7C4/Ti88rIcuCkWV0UsiaSqMchEqBQKlBrVWj0arR6DVqjFo/H3aRN0daVOHr0KNu2bWPVqlXBvqqFEs81yksrGXRBr7Y2I4i1qJie48bWWhbNaJrdbmfKlCm4XC4AUlNTefXVV4OaJ2cju71IirYPq6n6D8JojgvM8hQC37FjeHbvQXfJxLY2LXSOfw/FB0DIMPQ3bW1N2xP9lJro05pJt23N1jX11xJqD8z/+k1RZCsPuX1LE5ifeuopoVKpxPDhw4OPp556qlm2b9tzWKz4cmOzto0mXo9bVFVYRFFOgcjdd1wc2nxA/PDJn5rcbtu2baJfv361lo0ePVp8++23tZa98cYbYsyYMcJisQiPxyNuvvnmYH2WdevWiZ49ewZrT91///0CEGVlZeKTTz4RY8eOFbNmzRIjR44Ul112mdi+fXsdO/w+f4dLEj6b1W9/GUyQbQ98v2iR8J3+D1TT0ppMX3/9tRg4cKCwWq1CCCGefPJJMWfOHCFEoEZS9XIhhPi///s/cd111zVon6ekQpT8+4sWHWM08Oz9RTh/+qmtzQidnR8Ikf1zW1sRdWJJtzHaBJvXRrIhIeT2LU1gnj9/fp16TM3lxKkyenZvPYXeUFGpNZgSNJgSAlMjZb+f8nWRE7Brrq6Ez+djy5YtPPPMMyxevJgvvviCa665huzsbNTqM4mONmspWl1CxOxtK9pTHpMsyyhrfMbRjqYpFIrgciEEVqu10c/Db7Uj6UNPdm01fF5QtEO7GsJlgYzzpyxDKHSs1P0Y7Z72dGIPh7ziSvpk1BU3a2/YrIVodIlNtqupKwE0qSuxY8cOfv75ZwYNGlRHV2Lbtm1s3ryZSZMmBXUl0tPT6d69O5MnTwYCFz+Px0NOTk6t/i3lJzGZ2tfMNhGmEGR7pzGV1ppkZWWxZs0arFYrXq+3jkrrN998Q2FhIUKIWiqt1UydOpWuXbuyYsWKRmsgCbcX96EySpd8SdlbX1P+/joqVq+n8j8b8VnbrpCj8HqQwpg11OZ00HNpNIlFWGJEDBGWbFz7wuHyEm82trUZTWItO4HR1HQ17GiLnWVlZREXF8fu3bsZNmwYW7ZsQQhRp1JuleUkScm199mW+P0+fvhiLkbjkCZanvktl1cpgcgpTrcVLVVp/eabb5Blmaeffpqnn36aRYsW1bsf/cBMNA92QXa6kV0ehCvw7NyZjX3TQeIvb/5MvpYg3F6khA6UrCxCVxE+X4g5LB2MjusStHM6yN2MrTIPc6ceTTckuroSkiSxbNkyZs6cidPpRKvVsmrVKrTa2hcEvaETRXk76NpjQIQ+gZZhLSsgOflSho4JLYFRlmUq3M2vANwatKZKq0KhYObMmfTt27dBhwVAaTagNBtqLfMWVYali1JwMI/DOwJV2AeNHU5yz5YldQuvD4W2detLNRuPHZQdKBrUSsQclhgxoNF6US2teZSdnc2MGTPYsWMHPXv2ZOfOnfXsXnDppZeyfft2KisrG7TFbjtF9z5jQjqkaOtKZGVlsXnz5kZt0BvicTmbIU0eJSrL8zDFp4WxhYxC0T6KXgY566ca7WhaYWEhWq2WxMTAUOSHH37IsGG1K6SHZLbbhyLe0HTD05w6lscFl16IvdLGse0HQQgUaiVKpRJzlwSUYRYjFR4vUkeZDn7ka+jTjOrO5zixHJYORnuOA1S4yptu1F5p5IO96aab2LBhQy3F3bOprnm0fv16jh49SlFREa+99hoAcXFxPPXUU7Vq3JzNP//5T3r37t2kmR5PGca49pUT0hiWynziEkKLCLUGVZZ8EkKMUAFUVORjMsdH0aLw8Ltc9VYNX7x4MYsXL6Zfv348++yztaJpa9asAcBisXDRRRcxePBgLr74Yu6666460bTBgwczfPhwJkyYEIym5ebmMmXKFIYNG8bQoUP57rvveOedd8K2Xbi9SPpwHAaBpFDQOT2F+M4JFGUXcOpQLoc37WXXd1ub3vxsvH4kbQdwWJyVUJENCZGViDgXiEVYOhjteUgoSdcBBZloOgnzkksuabKPlStXct111wW1SO666y6eeeYZ5s6dS1JSEhMmTGhQhnvfvn18/PHHLF26lBUrVjS+I8mPQtEBTrqnsVvz6dHrwqj0HfjeZCQp9Dttl6OYuKTQk6vLK/JITGg/+jKVeXmYk+r+z6IZTbvwwgvZsWNHM6ytjXB7UYThsAhZoJAk1DoNAyeOCC732z18/f5nfP/OF/S9YCDdB2eG1J/s9COZ9GFaHUUq82D/J6DUBIakq89DGgOMuqNtbWunxByWDkZ7jrB0VMrKLcQZWlafJdSaR2fj9XqZOXMmS5YsQakM4cLbwWa4OD27MZhuj0rfB7avobJ8P0pViOUgBDidOSiVoZ/2KisK6dFjaDMtjDyWkyeJ69Klrc1oFsLjC89hEfXPOlQaNVx553TKc4pZ//l3FJw4iVKpQKFU0nNEX+K61D+L7qgLXJ+9hq2qikvv+Fuzj6PFyH7Y9X7gAMfeDe1tyLEdE3NYOhh+v4OP9vwvKqUWCQmFJEHgFRD4gwceChQo0bj1mL0ZAU9HKQWeFRIKpQKNWotBY8CgNWDQGNGpdSg0SlCFLyFvcTnQKjvOnX9NjuYV0qNLQpvs+/HHH+eGG25g4MCBwSmm5xIqKXoKsdaqrWRNeBCtPnpDNp07Z7Bjx9colN8EFlT7izXUiKtfKyQJjUbLgAEXk5LSPyr2WIqK6DFyZFT6bg6O4mKO/PQTklKJSqNBpdWh1mlR63SotFrUej1qvR6VTofX5UbShZ70KoRAUjactZCU0YXL/+safF4fss+Pw2Lnu1Vfk1RPBEoIQWG5jd/89/1sWf7PZh1rRMjfFlCvHXYztKOh0o5CzGHpYPTRa+jafRo+2YUQMkIIBIHpbwIZWQ6EyWVkhCzj3XWMhKEJCFkg/AGJauEV4JLx+NyUe60UeF24vC58Ph8KHyj8Z5wVCane6coSEmqNBpVeg8ago9BtI8XRiaJTVuLidWj1qg5ToTf7VCkDe4WTiFmXpmoeNcQPP/xAbm4uL730Ej6fD6vVSmZmJlu3biU5ObJ1mdqEKAaEJDkFjS66Cb09e15Iz56hDWn5/V7KyrLZf+D7qDksVRUVJPRo+wvduhdeQFIoUet19Bk1CoUQ+NxuvC4X3qoqXKVl+DxufB5P8OH1AWs3h3wzVFFRwQWaxi9R+vgzUgTxXZO4vv/NTfYrhMDrsGItOIa9vAiVRodKq0Op0aHS6FFpjSi1OlQ6E0qVBikS5zGPPVDAMGUQXPJAy/s7T4k5LCHgcxbjPvbx6Xen/2xSdV2Ys/58Us0fd+D2K3jBFyKwTApUkxHVy06PxSP7A3PvRfVrP0L4we9FyD6QvShKj5CeMBApxDBivtFK9/79kKTIOg9+2Y/dZcNuq8JpsyNVaYjzZ3B0RxFehxe/x3/moxKNXLcUEg5POZLRhznOSHy8EXNCHPGJccQlmtCoo/8TzS+xcs3ElBb10VjNo8ZYv3598HV2djYjRow4JyMtoeD1ujm86wtUaj1qjRGN1oRGa0KrM6HRGdHojCjPuuM+evRoVCtSV/O3v/2NJ554otFZYkqlGln2YwxD7Tlc/H4/Kl3Lhi8jgaRUMnnu3LY2o1lkDB7Nnq/eRlIo6NpzID6vG7fDgt/jwed14fN68Hu9gWe/P6Q+i20+upgC5yqBYMxvahRiPbkdjq2DMbNBa47GIZ03xByWEChIkklwVwbfBx0QWQSXnP1cM0YBUo2kqhoOjlTt8EgBR0dSBMYzJQWo1SApUChUoNAgKVRICjWa7hNCdlYAJIUGv9+JShVZUTSlQkmcIZ44Qzy0YEjd5/Vz8p8fI64ahqXSRlVpJaeyT1Flc2F1uPHV9HQa8HokQKVWYjZoiTPrMZsNxMUbiU+IIz4pDlNiHKpGpkC6vX5MxoaT8WbPns1nn31GYWEh06ZNw2w2c/To0Vp6Jr169eLxxx9n/PjxAEyaNInZs2cD4HA46NevH263G4vFQlpaGrfccgsLFiwI67PyulwoVR1Lm8HpzGPzdy8G36tURjSaODS6eHT6OHT6BHSGeAymBIpPHsDrsZPQqRdejx2HrQRrRQ5ejx2f34Hf56qVIK1UKaJekRpgy5YtbN26tdFZYtUoFEqysw9RXlF9zIH/u0JSoNXq0WoNaLUGdDoTWo0RldQDk9mAwaRHo1V3CKXoqooKNKHkW7VTug65mK5DLo5a/5urh5zKj8O+j6HrULj4Tx1G66k9I4lzQKfaarUSHx+PxWKpI3QUCfLy36ZH2i0R77c1KFj7DYnjhyFX+qk6fhB1kpmkQW2jNFkfsixT8tJ/SPnv61vUj8vhoqq8EkuFDWulFavVQVWVA6vNhc3pOT1UVqNScvULCQ6XlHOT9hRCgFqrRWs2ozXHoY1PQJuQiD4pCV2nzmg7JaFUt53wVPmpbPLyVjB8zINtZkNLkGU/bqcNp6MSl70Sl9OC22nF7bbi9Vhx+tYzYNA9dEkd23RnBGro9OnTh/Ly8qBgWmpqKhs2bKilQTJv3jy6devG//zP/wCwevVqHnvsMXbv3s0//vEPDh8+HJyCvn37diZNmoTVagUCzuakSZNYtWoVF198MR9//HGDEZbG8PncOJ1WXK5KXC4rLpeNE0c2INwjkBTxuJ3uOnfzQoigAyMEcCobg9LGtD/dX88eWo+f33qLYZdcgqmBas3nO5uX/5MxIwaBoyyQqxJLqm2UcK7fYUVYXnnlFV555ZVgyHrw4MH89a9/5corrwTg2LFjPPDAA2zYsAG3280VV1zBiy++SEpKw+H2xx57jMcff7zWsv79+3Pw4MFwTIvRAMbePSj+7kdUZiO6hBRcBUUwqK2tOoO/uAKlseXJujqDDp2hK8ktSEURQuC123GVluAqK8VVUYG9qJDyI4dwV1mxFpxiyrP/22Jbm4ul/DhGc8tybdoShUKJ3hiP3hgPyXWjFfv2HSaxc+g/zsZq6NR0WLKysli8eDHz5s1Dr9fXqaGzaNEiCgsLSUlJqVVDJykpiYceeoi77767TsmBcFGptJjNyZjNZ/KSLAUHGDZlChpdaFNt9z72MkMea1tnBcBjrULfDvJo2iM2mw3ZVgJqA4zo+OUc2hthJTakpaXx7LPP8ssvv7Bt2zamTJnC9ddfz759+7Db7Vx++eVIksS6dev46aef8Hg8XHvttchy4zURBg8eTEFBQfCxYcOGFh1UjDPE9epP+tU30e2SK1HG69Akth8RLABPbhGqLu3DJkmS0JhMxGX2pEvWaNKnXk6/m37D0NtnMureP6Exhjh9NkpUWXIxx5+7YlJ+2YNaHfkI6YwZM7jiiiuYOHEiEydOpF+/fkEnp2YNnbFjxwYTnVUqFWvXriUnJ4fbbrst4jYB+P2ekJ0VoN2IMHXqlsr3ixax7sUXG2135MgRLrroIvr168fo0aPZt29fnTayLPPAAw8wZMgQBgwYwB133IHH4wmuf/755xkyZAiDBg1i+vTptVSgb7rpJrp164YkSY2qQ7cWx44dY+/evYz+4xPQM3pDTuc1ooUkJiaK119/XXz11VdCoVAIi8USXFdZWSkkSRJr165tcPu//e1vYvjw4S2ywWKxCKDWviNJbt5bzdrunnvuERkZGQIQO3bsaLDd66+/Lvr06SN69eol7rzzTuHxeIQQQnz77bdi9OjRYuDAgWLQoEHiwQcfFH6/v1m2CCFE8fb1wnLiQLO3jwblH60Xtu2H2tqMJvFUVYmNC55sUxt+XP2/YtNXy8WuDd+KfVt+FEd2bRGHt+8Qp04cEiWncoSlrEg4qizC6/UIWZbb1NbmsGv33LDaFxUVCbPZLLxerxBCCFmWRUpKijhy5Eij273//vtiwoQJ9a7buHGjSEtLE0II8fDDD4tu3bqJjIwMkZGRIZRKpUhNTRVr1qwJy86G2LRuYVjt9/z1pYjsN1Kse6lxeyZPniyWLl0qhBBixYoVYtSoUXXavPbaa2Ly5MnC7XYLWZbFnXfeKZ577jkhhBBff/21GDhwoLBarUIIIZ588kkxZ86c4LZr164VRUVFAhAVFRWROahm4PP5xM8//yxOnDjRZjZ0ZMK5fjc76dbv97NixQrsdjvjxo3j2LFjSJJUq/iZTqdDoVCwYcMGpk5tuC7CkSNH6NatGzqdjnHjxrFgwYJGp4S63W7cbnfwffV4c3vjpptu4qGHHmLChAkNtqmWdN++fTspKSlcf/31vPbaa8ydO5fExEQ++OADevXqhcvlYurUqbz11lvMmDGjWfZ4Kq3E9R7cdMNWxFdcheni8OuStDaWE8cxd207xdOykyWUnejDxFtG4XW78LhdeN0uLBUOPB5LYNqox4PP68fn9SP7T89IAxqXG2ykzelVhjg9oy69MnIHEyGiXUNnwYIFtRKjMzMzm53DUj/nbhJmcXEx27ZtC1aDvvHGG5k3bx5Hjx6t9f3s2rWLqVOnBmdsXXnllTz22GM8+OCD7Nq1iwkTJmA2B2bWXHXVVUyaNCmYEN3YNaW1qKqqYtu2bYwePRqTqW0jsOcDYTsse/bsYdy4cbhcLkwmEx999BGDBg0iOTkZo9HIn//8Z5555hmEEDz88MP4/X4KCgoa7G/MmDG8+eab9O/fn4KCAh5//HEuvvhi9u7dG/yhns2CBQvq5L20R1oq6X7BBRcE2+l0uhZPeZWdHtSmM8MvLS3q9/3333PllVfSv/8ZzYmNGzei1+tDKvgXtKlT+ymO1xDWnGziurfNuL3L7uK7t3/muvuuRNPK1WaFEGz+8kuKTu4npXt0k5+ac/mOZkXq6BP6GI/bYkOhj950ZiEER9euBaUSjV6PWm8gIb0Hhk6dmtVfa+QXtTW5ubmcOnWKSy65JDSV6hgtJmyHpX///uzcuROLxcLKlSu59dZb+eGHHxg0aBArVqzg7rvv5oUXXkChUPC73/2OkSNHNiogVp2wCzBs2DDGjBlDRkYGy5cv54476q+n8Mgjj3D//WeSz6xWa4uT4tqKUCXdCwsLWblyJZ9++mmL9lfzu2hpBAjO/B7Oprrgn8ViYf78+Q0bdNZVqqVO1Lp163j44Yex2WxIksTVV1/Ns88+W+c3OGPGDJYtW0ZFRUUdzY36sJ7Mp+eU1r+jk2WZzxd9zWV3Tmx1Z8Xv8/H1u8vRaPUkJEU3d8bncyEpwg/4RrsidU3aUh/HduIkurToRfi8FguHd+1i0NhxuG02qkpL2fH1VxhMJqoqKxkx9TI0hoBqrdpgQGuMjEzCjBkzyMnJYeLEiej1eqZOnRqMytTML1IqlUyfPh0g6AS1JSdOnMDhcDB2bGgz2mJEhrC/eY1GE/SQs7Ky2Lp1KwsXLmTx4sVcfvnlHDt2jNLSUlQqFQkJCXTt2pVevUKX505ISKBfv34cPXq0wTZarbbW0NO5jtVq5dprr+Whhx5i1KjITUluaQSoMZoq+BfkrJvM1hhGW716NWp1eHomjrJSzOlN63BEmi8Xf83oq4cT3zmh1fftclShUkmodTKbv/qqxpoac8LPRggUChVqrRqNToNGp0Vj0KPV69HqDOgMRnRGE2qNrpYTabcfRKftOFWo6+PYvu8DWkkaM1p9XOChMwX0VRS1PyuPpwoFhpD7tmcXYEjvFmmTg9iKS+iamUnPi8/874Zcdx0Albm5FO3fj6XAjdftwut243N7GNDI+aNHjx4UFBTg8/mCU85zc3PrDPVLksRjjz3GY489BsAHH3xQS/hvzpw5zJkzB4BNmzaRlpYWFemKcLBarRQXFzNmzJg2teN8pMWuqizLtfJJADp37gzAunXrKC4u5rrTP/xQsNlsHDt2jFtu6Zi6J+HSlKR7VVUVV1xxBddff32tqFJr0VQE6NixY4wcORKlUsltt90WPLk0l2gPoxUVFfHMM8/w3Xff1boLb4ryynIUrewkr//wR3oMSKXHoNZ3lACMcYlc9vvfhb2dz+fG7bDhctrwOB24nU6cVZVYSopwO1143B78HvmMrypkrGU2Bo4fHlH7WxOv20lB/nrSMqfidBRiqTyC12PD57XXq5Yqyy5S05r+rVfjzC/A3D8TWZajUvLCXlaKMT6h3nUJ6ekkhFBmoibRzi9qK7xeL2vXrg1Ge2K0LmE5LI888ghXXnkl6enpVFVV8d577/H999/z1em7r6VLlzJw4ECSk5PZuHEj9957L/fdd1+tHIdLL72U6dOnB8eJH3jgAa699loyMjI4deoUf/vb31Aqlfzud+GfKDsijUm622w2rrjiCq644gr+8pe/tHhfvgpni/uoyciRI8nPzyc+Pp78/HyuuuoqOnfuzG9+85uI7udsWjKMNnPmTJ577rkG86MaIjGudade7163C4ChkzveRVyl0qKK02KMCz3/YfdP32Myd9wIS3lJLomdhpPZf1xU+k+efCGFa77lpNNVz9qgHGI9ywEEklqDwmhAaTCgMulRmgyoTQYUJh2qTnrKT54kKQQl33CIdn7R1Vdfza5dgf/J4MGD6du3b9MR3Rbg9/v56aefuOqqqzpMnbRzjbAcluLiYv74xz9SUFBAfHw8w4YN46uvvuKyyy4D4NChQzzyyCOUl5eTmZnJ/Pnzue+++2r1UT1kVE1+fj6/+93vKCsrIzk5mQkTJrBp06Z2VviteQIILZV0X7hwIVu2bMFut7N69WoAfv3rXzeeE9IIqsQwNB9O01gEqGZoNi0tjd/97nesX78+ZIdFdnuRlNGZKVHfMNrrr79Oeno6U6ZMCbu/1tSDzjuQS/6hAq66+4rW22kbY6u00n9k+1FgDhdLeS7xidHL80ka3Jukwb2bta0QAr/Ljddiw2O146ty4LXa8dnsbNu0k8SuGtQKmZRBkU2qjnZ+0WeffdYyA5vA6XRSXl5ORUUFdrsdr9fLqFGj0OvDP4/GiBDRnWHdOrRXHZb2Ru5nH9W7PCMjo0GdmGPHjonU1FRRUFAgZFkW1157rXjxxReFEEKcOnUqqAtjtVrFRRddJJYsWVJr+++++65BnR3noTxR+t43Ydv03HPPidmzZwfff/bZZ2L8+PHB91arVYwbN048+WRt3ZT/+q//EmlpaUFdDUD06NFDbN++vd791GT9E39tsk0kqCyuEKuf+6RFejsdkR8+WtXWJrSIX9a/Iaoqy9vajLD55L1vhMvpbmsz2hUul0usX79ebN++XeTl5QmbzdYhdY06CuFcv2NxrfOY2bNnk5aWRn5+PtOmTQuOL995552sWbMGoFYEqE+fPiQnJwcjQKtWrWLo0KEMHz6csWPHctlllwVVQR0OB2lpafz6179m//79pKWl8cgjj9Tavye3GE238Kcn3njjjaxZs4bCwkKEECEPo7377rvk5eWRnZ0dzGvZvXt3rbyXBmkFyQyP28PaJT9w5ZzLz8OQczuRcW0mXk8VxriEtjYjbPx+P1pd29XHam+4XC5+/vlnLrzwQi644ALS0tIwGo0doijleUH0/afoE4uwNI3f5xN5DURY2orSt74RrhMnay2bNWuW6N69u1AqlaJLly6id+/eQggh7rjjDvHJJ58E27322muiV69eolevXuL2228PqgM/9dRTQqVSieHDhwcfTz31VL37J0SFTK/LJX5++rFmHmVo+P1+8fH//keUnSxpUT+HDx8W48aNE3379hWjRo0Se/furXdff/rTn8TgwYNF//79xe233y7c7jN32c8995wYPHiwGDhwoPjVr34V/Ix2795d63PNyMgQiYmJLbK3mo4eYdn0bXiqtdH8noQQ4sYbbxSpqalN/sZXv/1VWHa3Bfn5+WLfvn3ixIkTQVXjaOBwOMS6deuC55IYrUM41++YwxIC54LDYi/NEwXrGy6R0BYUvbBG+KN4AooU5YcOip2vLorqPr567WtxfEfjkvKhEG059JrMnTtXzJs3r8U2CxF9h0WW5aiG9cN1WNqLbH17dlhOnjwp1q9fL44fPy6sVqs4deqU+Pnnn8XOnTujMmS6bt26qDpEMeqnVaT5Y3QsnCUFaJKap1oZLYQso2gHIlBNYc3JxtwtehoYmz7aSOceifQc0afpxo3QGnLo1bhcLt59912+++67FtncWnz/4WMAiLOGniTpTEJ1zdfVQ1QKhRKNwYRWbwxqq+iM8eiMiegMieiMiag1RsIZMzxfZOtbQnWhxJp6TGazmdTUVCoqKvjxxx+5+OKLw1aYlWWZqqoqysrKKC0tRZIkunTpghCCTp06tQtRuhgNE/t2zhM85eUk9G3/NXvaIyf27OGUQmLXsqUgSUiShCRx+lkKLEMKvg8sUiBJwOlnhaQ4ve2ZdZKkwF4mY1DEM3Z6y6fDtqYc+urVq+nVq1cE6+qEnsMihKC84Dg6QwJaYxyqEEQAhZCZ8rsnm2x3Nl6PC4+zEqejHJetArfDQlX5KUpOHsRtt+Fx2ZF9PqzFeghx8tn5IFvfXGRZZvPmzfTo0YO0tLR62yQmJjJ48GCOHz9O3759Q+rX6/Vy5MgRysvL6dy5M4mJiWRmZiKEoKioCCEEQ4cOjeShxIgCMYflPMFvdaJN7NLWZnQostev5+CWLfQaNoJJl01FlmWELCOECLwWMrJfRiAQsnx6mUDIAln2I2SBQCD7/QhAnH6uue2Pnxzi6vsmt+pxRUIOfcmSJQ2WzggXl9NFwaFNbPo0B50xEb056fRzInpjJ3TGJNSaM3V0ygsP8dMn/yShaxpVRRb0CQHF2Np5kbUjHkLIzbJNrdGh1nTFGN+wLL6t0srGlWub1X9jtIZsfXvJJZVlmYMHD1JeXs6wYcOaVLNNTk7myJEjTTospaWlHD58GJVKRZ8+fRhUz9TtblGMnsaILDGHpQlEawpwRBEhCxSqWIGuUCj45Rd2f/8D3fr05vL77gvO2FEoFBDB2TtlxZXEJ0VOkK615NBPnDjBpk2bWLVqVUTsrjhZRrfMiQwePxxHVTEOWykOWwHlRQcDirn2KoRfprocgM/rZszVd5OSPiIi+28pxSdOkZiaEnL7c1m2Plx8Ph+7du3C7XbTr1+/eh2KhtDpdDidznp1USoqKti/fz+JiYmMHTv2PJx1d24Sc1iaQAgfCin2MUUa2VdXrrytKf3lF3b88AOJ3btz2X3/L+onubhEI26HL2L9tZYc+htvvMH06dNDKhoZCuUFJXRKTcWc2ANzYscrYlqWX0jnjPqHL+qjvcjW+/3NizpFirKyMvbs2UNWVlbYytMQULf96aefGDVqFDqdDiEEpaWl5OTkYDabGTt2bKyK8jlG7ErcBEL4kc4Jh6WdxH5P4z1ZijJB13TDVsBWWMiW5cvRCMHkefNQaVpHl+KHT3Yw/JLQC4OGQrTl0GVZ5s033+Stt96KmM2VBSX0zhoQsf5am4qCYgZPHB3WNu1Btt5ucaIztE0R2crKSg4dOsTEiRObrXGi1WqZMGECR44cwe12I0kSnTp1YsyYMTFH5RzlXLgSRxVZduPzWdvajAjQvoa2PNmFaLq3bXKg22Zj0zvvgBBcdOut6OJbt15QWaGVqTddGNE+oy2HrlAoyMvLa5mRZ2EtKyWxe/Pyq44cOcKtt95KaWkp8fHxvPnmm7WGTSDgZD300EN8+eWX+Hw+xo8fzyuvvBKcffP3v/+dZcuWodFo0Ol0vPDCC1x4YeB7WbZsGf/4xz9QKpVIksTTTz/NVVddVat/j9uNIc4Ylt3tQba+osyCOc7UZLtocOLECbKyslosyKbRaOp83zHOXWIDe00gCy+SInJ33BWOInLKd+H02iLWZ1PIskz7i7CUoclsOJExmvh9Pj5/7d9seH0JF1xzDRPvvrvVnRUAjbbp2S3nA36fD62ueXf6s2fPZtasWRw+fJg///nPzJgxo06bJUuWsH37drZv386BAwdQKBQsXLgQgJ07d7Jo0SK2bNnCzp07mTdvXjBSUV5ezj333MPatWvZuXMnL774Yr39d1SUaiXZR/N4e/FqCvNLm94ggng8HrStXP08RscnFmFpArffy/JjX2LI21Fr+dl6DgDSaaegvnUAVnclnQ1d6GxIoczxHm6/+/RWEkhnEnwlSQrMIkHC5XejV2qQUNDZmEZGfE9k2QsKHWZdMp2MaSTpu6BVNvzn91hKUJnaV8EuX5kNTUZqq+5TCMGuTz+l+PARsi6bSsqwtp3mrVTF7hdaQiT0TCRJwuv1YrfbMZlMVFZWBqfTVs/6qqqqomvXrrXWnQukZabw+9m/4qe1v7Dtp92kZaYybHT/WIJqjHZLzGFpAocsMbLnnUxOb92ppwBOrw2nz0OSPglZ9lFg2Ut25WGUSj2S7Kaochf7C77G4q7CKzecxJpgMdKvNIuc777Fp5LxawR6vQGj0UycMR6zOZ44Q3xAK6SVELJAoW69n9/RjRs5+vPPDMzKYsSf7m+1/TaGWqvk2N6T9B7Sva1N6ZBEQs9k+PDh3HffffTs2ZOkpCS0Wi0//vgjAJ07d+bVV19l5MiRJCUl4XQ6+eabb+rYYSsv49MX30aSJJRKJb2yhtLvwiHR/wAixOhLhpF3vIDN67fTe0A65vjwhreaw7ky+zJG6xJzWJrAL/woFW2TwKVXm9CfHjVQKFR0TxxB98QRYfUhhMBqP4XDJqOUVEheAR4Zp92Bo8RGaW4eeY5DeD0efAV2Lp3z28gfSBtScOgQuz7/nB49ejDt/vvbVRGzhGQzVkvrDQ2erzSmZ3LixAlWr17N0aNH6datGy+99BI333wzGzZswGKxsHDhQrZs2cLAgQP5z3/+w/Tp0zlw4EAwWgPw27/9v+Brj8vNV4s/6FAOi0arpvfAdPZsP4jRHP1IrBAiFsWJ0SxiDksTyLLc7MjDf//3f7NmzRpycnLYsWNHg6qgS5Ys4dlnn0WWZaZMmcKiRYtQn1bvbGwdBP78l156Kdu3b6eysrJO35IkEW/qTnwIuXVfvv0BGz76nC4D0jGYjBiNZoxmMxp1xxtrthQVsWX5chKNRi6fMwdFOxsv/2bFVpwOF1ffMqHpxjHqJRJ6JtUVx6vFw2677TbuuecePB4Pa9euJSEhgYEDBwJw7bXXcvvtt5OTk9OwYJkkoVJ3zOrHQsisef8blEolKrUKlVqFWqVCrVWjVqtQq9WoNSoMRh29BpyZfl5RUcHBgwdRKBTBG4KzIyhCCBISEujRowc+n69e7ZQYMZoi5rA0gV/4m+2w3HTTTTz00EO16mGczYkTJ3j00UfZvn07KSkpXH/99bz22mvMnTu30XXV/POf/6R3795s3769WTZW813ud3yU+C1/6nsvbocLS1k5Xqcbr9N9WrSraSSFApVejcagR2vQoTMaMRgNmExxGExmNKrAiTza4eAtH36Ip7SUiX/4A5rExODySMwoef7551m2bBmyLNO/f3+WLl0a1CO56aab+PnnnykoKKCioqJRnRK9WYvN4qS0qIIuqR1XSr2leL1eFM2cghoJPZNevXqxdOlSbDYbJpOJTz/9lH79+qHRaOjVqxc7d+6ksLCQrl27snHjRnw+Hz16NKwVU5ZXRFxy+6rZFSrT/3AFsizjdfvwuL143J7As8eLx+3D6/Hi9fhY9+UGMvvdjEKhID8/n8LCQsaMGdNk1KSsrIzjx4/j9XoZ1sb5YzE6JjGHJQSkZs6wueSSS5pss3LlSq677jq6dg3MmLnrrrt45plnmDt3bqPrIFAg7OOPP2bp0qWsWLEibPtkWea9g++x8dRGesb35JWrF7coj8XjceOw27DZqnDabDhtdqzFZXgcLrwuT9DxkSRQl23mp2c+I94VT5IusVY/QggUGg0qkwm12YzKHIc6zow2PgFtfBzquDj0iYn1Fk4s3rcPV0UFl9Rw6qqpnlEyY8YMVq5cyYwZM9i6dWutNjVnlKjVambNmsXChQt58MEHWbt2LUuXLmXz5s2YzWaeeuop5s+fHyw4d9ddd7Fo0SJSUppWPR1/xTD2bjnG5q/2c82t49m+4SCl+Vam/W5MyJ/3uUD5yVLMSYlNN2yAluqZTJ8+na1btzJq1Ci0Wi1Go5H33nsPgJEjRzJ//nymTJmCWq1GpVKxfPlydLqG9YPK8otI6tZxS2AoFAq0eg1avQaoP5fl+JGcoHOSm5vLRRddFFLfnTp1olOnjunMxWgfxByWNiY3N5eMjIzg+8zMTHJzc5tc5/V6mTlzJkuWLGm2SNI7B97B7rXz4pQXIzKmrNFo0Wi0JCSGcFKafh3vbXqP/mnDGZxWO8ohhMDncuGsqMBjseC2WPBYrFiOH6O4sJB8p5NUoxFZCDgt9gbgKC5m6+efc+X9dZNq22OF3N5D0rBW2Fm9+AcMZi0ed+RUbzsKZfnFJHZNbvb2LdUzkSSJBQsWsGDBgnrX33vvvdx7770h21NeUMyAi0aG3L5jcuYGLpaLEqM1iTksHZTHH3+cG264gYEDBwZnPIRKXlUeT296ms76zjxx0RNtdtLJs+Rx06ib6iyXJAm1Xo9ar4ezC5MdPoxUUsL48eMB+O60syDLMmteeIFfPfhgvUMM7bFCrt6g5aJpZ0Ljr//1i0DO1Hl0EagoKKbXiP5tbUbEsJWXk9S9c1ubEVVq5q2bTCYsFgvxbaBjFOP8I+awtDHp6ekcO3Ys+D47OzuYNNjYuh9++IHc3FxeeuklfD4fVquVzMxMtm7dSnJy43esD69/mEfHPMqATm0rhy4LOZjXEiper7dWRVq3y8V3L7+MkGUm3XxziwXgWqNCbkN0TjedV84KgLW0jKS0jjuEcjZCFhH7PbRXXG4HBw4cwGq14vP56N//3HE4Y7Rvzu1/VoRoSAguEtx4441MmDCBxx57jJSUFF599VV++9vfNrlu/fr1wT6ys7MZMWJEyJGWhZMW8t/f/TepxlQ8fg8yMgsnLUSlbP8/B6/XW2uW1BV/+lNI27X3CrkVZVb0po45u6Ql+KzFZH+6CI3ehNpgRm2MR22KR21KQGNOQm1KQqFpXzO8amKrLMDjtqPVx6EzJtQOP5yDlJ200TOjN926dWPAgAHtSiYgxrlP+79CdWBmz57NZ599RmFhIdOmTcNsNnP06NFaCYG9evXi8ccfDw5xTJo0idmzZwM0uq4ldDZ05r2r3wu+f3Ljk2wv3s6FqZGtaxMNfD5fLQ2MUGkvFXIbYt03B6mQDHzwfTZanRKDToVep0KvU2LQqzDp1Bh1KowqJTqFdM5cKHp07kSP8WPxVJXjtVvw2i0484rwOmx4nTa8DjtyDVFEv9fDqHn/24YW1+aH5c/SJbMvXpcdj9uFrjNs/u5FArW7zvqO6lnksHqJ75SISmVErTGhVhtRa02oNUa0OjNqjQGtzoRaq0ShbPvoW+6+ci68bMg58/uL0bGIOSxRZPHixfUur5kQCDBz5kxmzpxZb9vG1lWTmZlZrwZLKKzNXovL52J01/CqzbYUh8uBWhl+LR2v14vR2DwlzvZQIbchfkmFP13QD5vTi93pxeHy43T5qKh0U+j243L5cLv9eITAF860cAkkrRKdVoler8KgU2HUqTHpVZgNauL0auJ0KvRKRZtchBRKFYZuvTHQO6T2G/93HjsWPwKAVqtGpTOg0JlQaE0oNHpUeiPGTimY0vqhNkY/r0IfF8foy+c13bABfB4vbrcdj6sKj9uGx23D67bicp6ivMSOy3MUIWsRfl0NOYAa31P1slrf3ellonqZAqVSi1JlQKXSodIYUKv0gWetHo3GgEZnRKM1oNHqUdYzpFV20kbu/nI6p5tizkqMNiPmsJzHrM1Zy/LDy3ntstda/SR0oOAAPZN6hr1d9ZBOc2gPFXIbQlJIdDJr6WSO7PCH3y/jcfmwOn1UObxUOX3YXF5KKt3kuHy4XD5cbj/5Lg8pWnXoE/gVElqdEp1WheG0I2TSqzDpTztBehUmnQplEzk54f7qxv3pJSAwk8zjcOCzVyI7KpAdFvxuOz6njcqjO8j/+TN8HjcqlZKhdzwV5l5CIxJ6QiqNGpUmAaM5oeUGNYAs+/B6HXhcDjxuB163A6/Hgcdjx20pxed14PO68Pkd+H1uhJBrODuAJNDpOjNi6u9izkqMNiXmsJzHrDi0gjnD57TJSehg4UEuSL8g7O2aOyTUnjlQXEq6MTrKn0qlAr1Rg96ooWl1mNDx+vxUBZ0gLzaXj6oqD0UlDpyu0xEhr5+G0r8SS/YwQCOjMTcvWiZJElqjEa3RCNRfi0kIwc7X/qdZ/YeC22FHrWv/v0WFQoVWG4dW2/xcq5ycxTFnJUabE3NYmkAgmi0c197Rq/RckBK+0xAJ8q35/Drl12Fv15IIS3vly+x8fjMgtCGRhohmGYiNGzdy9913A4EhuQkTJvDCCy+QZNaS1IyIUJXdwud7jzF0zNXNPt5QcFWUoGvm8GEoVBYfx5zUMjcw2urLy5Yt4x//+AdKpRJJknj66ae56qqrwrbTHDcMq3U3cXExhdoYbUfbZ3G1c4QQ9aq/+mQfa46t4b0D7/HO/nf4Nvdb/I1UTG5vCCHarKgjNG9KM5ybEZZSj5fuceYW9XHTTTexYcOGWkKDZ1Nd6mH9+vUcPXqUoqIiXnvttSbXDR8+nK1bt7Jz50727NlDcXExixYtaratJ8tO0t0U/fwSV/EJSrKPcfyTlzn1wweU/vIVliNbcRRm43XaWjykU1F8jITk9KYbNkK1+vLhw4f585//zIwZM+q0qam+fODAARQKBQsXLgQIqi9v3LiR/fv3k5WVxfz58wEoLy/nnnvuYe3atezcuZMXX3yx3v5DITFhLKcKVjX3MGPEiAjn1q1qFKgvwuL0OVm6dyk39r2RFGPgDivXmstru1/jhr43BJe1Z3KrcknSdbwaNueiwxKJ+F00y0AYDIZgHx6PB6fT2aLhgVOWEnp26tZ0wxaS0G80Y+b1xFVWiLOiCKe1HGtBDh6bBa+zCr/XV8tp8TptdL9gAt0n3hxS/9bSfLr1ubLZ9kVbfVmWZYQQVFVV0bVrVyorK0lLS2uWrZIkoVCEnyQfI0YkiTksTSCEqHVydvqcvLH3DWYMnoFRfSbcnB6Xzqxhs1iydwnX974+ak6LEIJDFYeo8lTRP6k/cZrmjUtvK9zGkM5DgOiHpav529/+xhNPPMGOHTuaZTOA3+8/pxyWA0UlpJuiN2xRk+aWgYCA1s/111/PsWPHuPrqq4NaNM2hwGblon7Rn5UmKRRoE7qgTehCKPGcwk2fInvdIffvqCrFlND8CEu01Zc7d+7Mq6++ysiRI0lKSsLpdPLNN9802169vuHoXYwYrUFsSKgJZAIF+45XHuejIx/x9v636zgr1SgVSu4YcgefHPuEUmdpxG0pcZTw6q5XqfJUEaeJ4+vsr/nsePNmpuwp3cPY1LFAdMPS1WzZsoWtW7eSkZGB0+Vs1nAQnHs5LF9kn+TqXg1X/20vZGZmsmvXLgoLC3G73axevbrZfbn8fnRaQ9MNW5mqghOYe4Su2iqQUSqj7zzPmDGDK664gokTJzJx4kT69esX/A/UVF8eO3ZsUOVapVJhsVhYuHAhW7ZsIScnhyVLljB9+nQ8Hk/UbY4RIxrEHJYmSNAmsLlgMwX2Ai7PvJxZw2bV66xUo1QouX3I7aw4vIL9Zfvxyt6w9ueX/RyrPEaFq6LW8kJ7IR8d/YiZw2Yyuuto+if156Z+N9HN1I3v874P+7isHitdjV2DYek//OEPQCAsnZeXx9GjR2u1rxmWliSJK6+8krfffju47uywdPU6AIfDwbx584K6NMdLjjdrSjOczr1pZrHH9ki5t+X5K6GSnp5OTk5O8P3ZZSAaWlcTk8nEb3/7W959993oG9zK2EsKMXbv22r7q6m+DDSpvrxjxw5+/vlnBg0aVEd9edu2bWzevJlJkyYF1ZfXrl1LQkICAwcOBODaa6/FarXW+p7DQYjzrzhnjPZFzGFpgi6GLsy7YB7ju49v1FGpiUqhYvaw2Ti8Dj468hHv7H+HDw9+iMff+J1NsaOYxbsXU+IsYcPJDSzbt4wPDn7AO/vfYXPBZu4YcgcqRe3owgVdLuCk7WSzj6+xsHRNsrKyWLNmDVarFa/XWycs/c0331BYWIgQolZYGuChhx7i7rvvpkePQCQhuyybQamDmmWvEOKcqbcTCR2PcLjxxhtZs2ZN8Hs6uwxEQ+uOHj2K1xtwvD0eDx999BHDhkV2tsiRI0e46KKL6NevH6NHj2bfvn112siyzAMPPMCQIUMYMGAAd9xxRzBa8NVXXzFixIjgo1u3bowceaZqsiRJDB06NLi+ZmmLaoQso1C3XhmAmurLQKPqyxUVgRuYavXlmgrLBQUFAHXUl3v16sXOnTspLCwEYOPGjfh8vuD/MBxKy77HYGjeTUaMGJHi3ImttzMUkoJRXUcxqusoAMpd5by1/y2Gdh7KhV0vDObFuP1uDpQd4GD5QfzCz6xhs+o4Je2B5hYFXLt2LTk5Obz00kvBvorsRfTp0qfe/ZxP7C0qoWczdUjOJpplINatW8cLL7yAUqnE5/Nx6aWX8uijj0bE7pr2z5o1ixkzZrBy5UpmzJjB1q1ba7WpOSypVquZNWsWCxcu5MEHH2TatGlMmzYt2Paaa65h8uTJtbZfv359nbyqtiaa6ssjR45k/vz5TJkyBbVajUqlYvny5eh0unptEUKQn/8WACpVHCbTANzuQmz2w8THjyQxoXXVsGPEqIM4B7BYLAIQFoulrU1pkp3FO8U7+98R7x14T7yz/x2x/NBysadkj/D4PM3u893974bV3u61i4d+eEgIIURRUZEwm83C6/UKIYSQZVmkpKSII0eONNrH+++/LyZMmFDvuo0bN4q0tDQhhBAPP/yw6Natm8jIyBAZGRlCqVQKc5JZrFmzJiybq/nwww+btV175LlN20Vhla2tzWhVZL9fLNnwca1lof4G586dK55++ung+1WrVomhQ4fW2cfJkyeFTqcTRUVFwWWAqKioaNS27a88HPpxyLL49v2/hNy+IyDLfpGX97YQQgi3u0yUl28WdvuJtjUqxjlPONfvcyO23oEYnjyc3w/8Pb8b8Dt+P/D3/LrfrxnSeUiz6upUo1KosHqsIbffVrCNfon9gOiHpRcsWMDJkyfJzs4mOzubtLQ0bn3i1lp3iOcrlV4fKa00Q6i9UGYpJklXW9U3EsOSNXnzzTe56qqr6NKlS63ll156KcOHD+f+++/Hbre36Djs1kL0ppZX6W5PSJICnz/wuWg0SSQmXojBkNm2RsWIUYP2N/YQI2yu6HkFU1dM5dGxjzIseRgmtYl4bXyDQ0u/FP3C1IypwffRLgp4PlNqsXMot4CcU8WUVVhqrauI78Rd6w8F39fMaCn3+nhwUBoXdo2+wFprcqr8FN3NzdP/aWxYshohBG+88QYvvPBCreU5OTmkp6djt9u56667ePDBB2uJ3/k9nrCqIZcXHSGuc/0lAToy8XHDKS//iaSk8W1tSowYdQjLYXnllVd45ZVXgnc1gwcP5q9//StXXhkQTzp27BgPPPAAGzZswO12c8UVV/Diiy+SktK4JsnLL7/M888/T2FhIcOHD+fFF1/kwgsvbN4RnYfEaeLY8vstlDhKOFxxGJvXhsVtwS/8yCIwLTteG8/kHpMxqo3k2fIY3OnMLINoFwWsya59u3hj4xuhHlq7R5YFuaUWDmafIvdUMS6nA6dXxifLxOnU6HVaeqQmM2ZIXzK7dkIZ4kWxyuPj6m/38sceydw55Ny5MOZaKxh21kycmrNlVCpVk7NlHnvsMQA++OCDOnpBP/zwAy6Xq1Y+CxDsy2g0MmfOHGbNmlVrfdXJQ6DT4nZWodU3PWvLUpJDUkrLyim0RxITx1JS8jV5+W/TvdtvUChaLwk5RoymCMthSUtL49lnn6Vv374IIVi2bBnXX389O3bsIDMzk8svv5zhw4ezbt06AB599FGuvfZaNm3a1ODMjg8//JD777+fV199lTFjxvCvf/2LadOmcejQoToh3RiNk2xIJtmQXO+6clc5a46tQULC6ra22UybfSf30adzx0q4FUJQUmFhf3Yhx/OLsDscwRk+kiSRYDbSq3sKN04cSVKCOSJF4swaFT9cMZylBwv4r3X7WHxxf8zqjh8Q1bnKsWlrR1hqDkvOmDGj0WFJp9NJYmJicFjyySefrNVmyZIlzJgxo9bU94qKCrRaLQaDAVmW+fDDD7nggto1tIR9B04K2fzFQnweN/XpD9f8Wouzj3HNnH8170NoAX6/k+LiL/H5bYBAo0mmS/I0pHrKhzSX5OTL8XjKyM19g4TEC0mIz4pY3zFitARJiJbNrUxKSuL555+nR48eXHnllVRUVBAXFxjbtVgsJCYm8vXXXzN16tR6tx8zZgyjR48OziKRZZkePXpwzz338PDDD4dkg9VqJT4+HovFEtx3jPqp8lTxlw1/4d6se+kV36vV9//G+jeYPGAyPZObN0VyxYoVQOSmBEuSxOFSF3FJnWuvOKt7vcFIz+7JDM7sRtdOrTtMs6fMxr/25nGBUDEtszMZ3eLQaDqmFs3yn1ZzxZjriVPVtv/QoUPMmDGDsrKy4LDk0KFDaw1LFhUV1RmWvOuuu4J9WCwWunXrxp49e+jV68xve+PGjcyePRtJkvD5fIwcOZKFCxeSlHTGcarc9Dj6PtPRdg5tuvbuPXMZOGABKpUpos5CYwghOHHiBdLSbkGjCdjucJyguPhLMjLuiko15YKCVcTFDcdo7Fg3GTE6DuFcv5t9y+b3+1mxYgV2u51x48Zx7NixQMl37ZkQok6nQ6FQsGHDhnodFo/Hwy+//MIjjzwSXKZQKJg6dWq9QxTVuN1u3O4zEtpWa+gJp+c7Zo2Zf03+F0v3LSVeE08nfadW3X+RvYiMTgGJ77YoCXB2FeMqh4uyL9Zz142XRe2YW8rQTiaWTBzIN//eTolBR/a+YpxWDyMnZZKW2jqic5GiCmUdZwUiMywZHx9fbzLtuHHj2L17d+OGHVuHZnRoN0gAXVN+xeEjT+D3uwBqOQs1o2+nlxCI2FR7wRIgoVQaUalMqJQmVKo4VOo4VKo41KoEdLpu6PW1hwKt1h0kJY0POisABkNPkpMvo7R0LcnJl4dsf8jH2fUG8vKWxhyWGO2CsB2WPXv2MG7cOFwuFyaTiY8++ohBgwaRnJyM0Wjkz3/+M8888wxCCB5++GH8fn9wBsnZlJaW4vf76+S4pKSkcPDgwQZtWLBgAY8//ni4psc4jSRJ3DLwFt47+B63Dr611fdfPRzVUu2N6pIAmzdvxmw289RTTzF//nxefvnl4PY1SwLUR05hOZ2TEqJ2rJFEYVBz0YUB0S+P18+Pb+7iQP9ELrowDaOuYxSmi3wMIDLInXohKUPP1+jS5TK6dGm+kyvLXjyeCny+CrzeSrxeC16fFaczF5tvP6Vl67hw9CfB9n6/g7Lyn+iZWTeZ3WjsQ3HJV6hU8bjdRfh8VZhM/YmPz2px1KWgYBXx8Rc03TBGjFYg7Fhm//792blzJ5s3b+buu+/m1ltvZf/+/SQnJ7NixQr+85//YDKZiI+Pp7KykpEjR0Y8X+KRRx7BYrEEH3l5eRHt/3xArVSjlJStrrZaTVuUBKiPkyXldO2UEOGjiz4atZKpM0cyvE9nfvrqaNMbtBPa5tfWNK01rFONQqFGp+uCydSfxMQxdOlyOd273URG+h306nUven0gSdjjKSU//x1OFaykR9ofG3RAuqX+BrU6gU6dLqZbt5uRJBUnsl9EDrM0SE283gokSYo5LDHaDWH/SzUaDX369CErK4sFCxYwfPjwYBG8yy+/nGPHjlFcXExpaSlvv/02J0+erDWeXJPOnTujVCopKiqqtbyoqChY5r4+tFotcXFxtR4xwqeTvhMV7oqmG0aBtigJUB/F5RZ6pDRvmm1rU9/F3pCkxauOySmda8iyh5yc1ygr30DXrtPpkfZH1OqGc6e02mRMpv6o1YkoFCri40fQvft/kZv3RrNvSqzWPZjNQ5p7CDFiRJwWn+lkWa6VTwIBRyQhIYF169ZRXFzMddddV++2Go2GrKwsvv3221r9ffvtt4wbN66lpsVogqyULDac3NBq+yuyFBGnDc+5bG6l2uqSALfddluj/VusVXTvgBGWalRKBfrsKqw2N3aXF49XRpbltjarXoTf126HhNobVutOunf/Haldf4VK1TxxQa2mM507Taao+NNmbe9wHMdkCr16dYwY0SasHJZHHnmEK6+8kvT0dKqqqnjvvff4/vvv+eqrrwBYunQpAwcOJDk5mY0bN3Lvvfdy33330b//mR/9pZdeyvTp04PCYvfffz+33noro0aN4sILL+Rf//oXdru9yQtNjJbTxdAFu9dOsaOYLoboTyHfe3IvA7oMACKnvTFnzhzmzJkDwKZNm4KVatetW8f27dvJzMwEID8/n6uuuorFixfXErwTCFT1JIF2FHRqFYnju/PL1pMIv4zwC2T59B11da5nKNRoaypzY0s6nc9xepnwyUhKxZn+Tu9CoVKg0ihRaRSotUrUGhUarRKtRoVOq0KvV6HXDHeKKQAAIr5JREFUqtBplVRYS+qo3LYHZL8bSWo/vwGrdQ+pqb9GpWp5QrXJ1I/Kyq243cVoteH9xzWazlitu4mLi2yhyxgxmktYDktxcTF//OMfKSgoID4+nmHDhvHVV19x2WWB5LNDhw7xyCOPUF5eTmZmJvPnz+e+++6r1cexY8coLS0Nvr/55pspKSnhr3/9K4WFhYwYMYIvv/yySbG5GJHhN/1+w5K9S7iy55X0MIdfxTUcDhUf4obhNwCR094oKCggNTW13pIACxYsCLbLzMzk448/rjNLqN0mVdRHA87HBcNTW9eO0wghcPv8OF0+nG4fLpcft8eHx+XHYXfi8fjxuf34PH5krx/h8zK6shzb4RW1+3G5Md/2hzY5BgBX+T4UUf7th4rf76Ci4mf69H4gYn1263Yz2TmLyMyYg6Ie9Wu/30H+yfdQKDQI2Utq6k2o1fGkpFxDYeEaPJ4yOneeXE/PMWK0MlGoZdTqdKTih+0Rv+wX7+x/RxwoOxDV/TzzxTNCluXg+4MHD4qxY8eKvn37iqysLLF7924hhBB33HGH+OSTT4QQQhQWFooBAwaIQYMGiQEDBohXXnmlVp9DhgwRgwYNEn369BGPP/54rf5rkpGRIXbs2FFn+Qvvfx6ho4s+37y7u61NiApV7y1v0/1X7n9D2A+vblMbqiks/I9wOk9FvF+n85QoKPikznKfzymOHfun8Hqtp9+7xIkTr4iKiq3BNsXFa0Vp6Y8RtylGDCHCu353fOnMGC1GISn4/cDfs/LwSrx+L0OTh0ZtXzVnObRmSYD6iuQFDGp8u/agFRMjuvhL92Mcfk9bm4HTmY/bU4JOF9mImRCC0tJviYsbXmddefmPtYaflEotmZl3UVGxhdy8pUgo8PvtdO/edhGwGDGqiU0viBHkpn43sbNkJyWOkrY2pd1QrRVz+PBh/vznPzNjxow6bWpqxRw4cACFQhGcOVetFbNx40b2799PVlYW8+fPr7V9U1ox5zxtPCwnOcpRtfGQkNtdQlHRf+iRNiOi/QrhZ/+BB+nU6RLi4ureiPj9LlQqQ53liYkXkt7jNnr0uJXMzDmo1bGZmDHanpjDEqMWvxvwO1YcXoHdW1cxtCWINtJ7aQyb04NG1XCQsb1oxZzLCFmA1La/jWMnLVw0fjz9+vVj9OjR7Nu3r04bWZZ54IEHGDJkCAMGDOCOO+7A4/EE1z///PMMGTKEQYMGMX36dCorK4Prli1bxtChQxkxYgQXXHABn3/+ea2+bbZDHD7yBOnpMyMur5+dvYi0tFuCui41EULG6cxFpUqI6D5jxIgWMYclRi1UChW3DbmNlYdXRrTfvPK8BgszthU5RWUkJTR859hetGLOZfwVNpR1b/Bblftf+DlqUbTy8nLuuece1q5dy86dO3nxxRfr9F9RsZGhQ16sNyG2JQgh8PsdGA11ZfXd7hJOZL9MauoNUalBFCNGNIg5LDHqoFfpUSsiK/W+/9R++ib3jWifLeVUSUVEVG6jrRUTCY4cOcJFF10UlSiC3W5nzJgxDB8+nOHDh3PFFVc0nDN0Fv7sQyjT2s5ZKy4uZseR0qhF0WRZRghBVVUVAJWVlaSlpdXqW5Y9UYlASpJEZuY88k++Q3HxV/j9bmy2Q+Tk/pvy8g1kpM9Cp+sW8f3GiBE1opr+20rEZglFnvcOvBfR/l749gVRYimJaJ8t5a0vfhInThU3uL6oqEiYzWbh9XqFEELIsixSUlLEkSNHGu33/fffFxMmTKh33caNG0VaWpoQQoiHH35YdOvWTWRkZIiMjAyhVCpFamqqWLNmTb3btmSW0OTJk8XSpUuFEEKsWLFCjBo1qk6b1157TUyePFm43W4hy7K48847xXPPPSeEEOLrr78WAwcOFFZrYDbJk08+KebMmSOEEMLv9weXCyHE//3f/4nrrrsuJLvsH60SvrKKZh9XS9m6ZZPokxZfa9no0aPFt99+W2vZG2+8IcaMGSMsFovweDzi5ptvFmazWQghxLp160TPnj1FQUGBkGVZ3H///QIQZWVlQggh3nnnHWEymUR6erpITk4Wu3btqtV3Sck6Ybcfj95BCiEcjlyRn/++KC39XsiyP6r7ihEjHMK5fsciLDFaBZvHRue4zm1tRi0s1iq6d05scH1NrRigUa2YiopAiYNqrZhqPRggWPyzPq2YkydPkp2dTXZ2NmlpaXz++ee1hO0iQbRzcRQKRXC5EAKr1Rr6MINSjT/nKP5TJ5GrrAh/y1R6ZZ8LEYbSr9eaDSEMxTQ3imaxWFi4cCFbtmwhJyeHJUuWMH369FqRK4VCiyx76t1vpNDre9C9+2/p1Gliq9dNihEjUsSmNcc4bxFCRq1u/C+wePFiZsyYwTPPPENcXBxLly4F4M477+S6667juuuuw2KxMGnSJBQKBbIsc++999ZyOi6//HJkWcbj8XDLLbcEVZ5bi8ZycWo6X1lZWSxevJh58+ah1+vr5OIsWrSIwsJCUlJSauXiJCUFajFNnTqVPXv2kJycHFS/bgrdJRPw7NiOv7AY2elBeLyNzhoqKC7FpjudQyRAoVKjMZrQmOLRmuJRZi9G170P9XZSY5Gk0iOZutK5/AhFZY6oKS6vXLmShIQEBg4cCMC1117L7bffTk5ODn37BoZI7Y6jJCaOCenzihHjfCbmsMSoFxHhMfVI99datAutmGqi/BHOmDGDnJwcJk6ciF6vZ+rUqXz99ddA7SiCUqlk+vTpAEEnCOCbb75BlmWefvppnn76aRYtWtTkPhXxiegmXRqyjb4lX3HBHXcH3giB7HbgsZbisZTitpaxR8piyuX/aLQPIQR+dzm+qjy6JecxMut41BSXe/Xqxc6dOyksLKRr165s3LgRn88XTLJ2Ok+CkNtVaYAYMdorMYclRr2YNWZKHCURmdnTXovxdTiaOZkj2nWbaqJQKJg5cyZ9+/YNyWEJnxofgiSh0BnR6YzoumRgLc9HX9i0cyhJEipdJ1S6TpA8gsWv9YtaFG3kyJHMnz+fKVOmoFarUalULF++HK1WQ1nZDzgc2aSl/TGyH1GMGOcoMYclRr1My5zG63teZ+awmS2eMZRfkU+ysX1NaT6fiHbdpsLCQrRaLYmJgXygDz/8kGHDIl8wz1PlQKlp+JRVevIAiV17ht1vtKNo9957L/feey9CCEpKv8btOkle/jISEkbTo9PEsO2NEeN8JeawxKgXjVLDzf1v5s29b9InoQ8DkgaQYkxB0YyEvX0n9zEgZUAUrIwRKtHMxcnNzWX27Nn4/X6EEPTu3TuYqBxJLHmFaJMb1s0pLzxK5uBLIr7fSOBwnKCo+HOSO0+lS/K0tjYnRowOScxhidEgnfSdmDlsJrnWXA5VHOLH/B/xC39wfZo5jX6J/ehq7NpoP0dKj/CH0e2rFond5UWt7GB5Ay3IYYlmFOHCCy9kx44dzTcuRBx5ZZh6NDzTrKq8kKSUflG3I1zKKzbidhWSmTEnJtIWI0YLiDksMZokPS6d9Lja+Q6ykDlpO8ne0r2szVmLhETfxL5c2PXCOidlu8dOkjkp+F4IgcViIT8/H5vNhiRJOBwOZFnGYDDQv3//4MyTaJFbXE6nBHNU9xEjsriKrKROGNLgeln2QTucsmurOkB6+u1tbUaMGB2emMMSo1koJAU9zD3ocbponCxkvs/7nvcOvgeAhIRepcesMVPqKOXw4cNUVlYGZwvFx8eTmZmJyWSq1a8syxw8eJCvvvqKSZMmkZSUhFarjbj9+cUVpCQ1rMHSLjnPb85lrx+NUd/g+h79R/HDiidO/8aqw1H1fGjCz9hr78dg6hQVO+vsTvgQwh+bCRQjRguJOSwxIoJCUjAlfUrwvRACp8+JzWtj6JShaISG3r17o2xiGEahUDBo0CB69+5NYWEh+/fvryWypdFo6Nu3bx1HJ1yKyiq5aHD4CZox2g65qnFxtX4jp9Nv5PQm+9ny1Qu4nZWt5rCkdL2O3NwlmEz96RRLso0Ro9nEHJYYUUGSJAxqAwa1AZpR3E6r1ZKRkUFGRkat5U6nk0OHDuH3+8nKymq2fRarlbQu0R12ijjtSMpG+AWe/Cq8p2wgBwzzO3xo0s3o+0fmc608dhLL0VOoTXrUZh0KsyYi/dory4hPymi6YYTQabuSkTGLsvINlJf/RFLS+Fbbd4wY5xLtb8A3RoxG0Ov1jBgxguTkZE6cONHsfmTZj0YT2QKP5wO+chdVG05i23QKSSFhvDAV0/jumMZ3J/6yDBRqBc6D5RHZV8G6vZh6dEZSKXAWW0m74oKI9Ks1mPh+xRN8+95fItJfqHRKmkBF5eZW3WeMGOcSsQhLjA5Jeno6mzZtomfP2LBOJJE9fjw5VvxWD5JGgSpRhzJei7fQjveUHWWiFtPYVCRV/fc62l4J2H46GRljFBKdBkX++73o2gcBWPfBXyPed1NkZ79Mt9TfoNenNd04RowYtYhFWGJ0WFQqFWVlZW1txjmD3+rG9mM+yjgN+sGd0GbGI2SBO9uCwqjGPDENw7DkBp0VOF2CITZ1t0G6pf6GispNbW1GjBgdkliEJUaHJSsri71793Lo0CEMBgMpKSmkpKSgUMT88HARQmDfUoh5SjqS4rTDoQNlmHkj/jIXyiRdFCw8Nxgw4Bny8t9sazNixOiQxByWGB0WSZIYOnQoEJCVLywsZMuWLZhMJoYMaVivoyWU2txsOVFOsdVVS2/GLwu6xuuYOjAFTSMRiPaIkAW29fkYRqaccVaaiTvXin5Ay5NuZY/vnIz/CuFFOhcPLEaMViDmsMQ4J9DpdGRmZpKZmcmuXbuoqqrCbK5fGC7UytGFFhdVLi878yqxuX0AJBk1jOnZia7xdaMI+RUOlv50gqFp8VzUu2FF1vaC3+7FuacE4ZUxXNAFZVzL9W6E04eka/lppXjPMYxp0fsMvR4nijZQOi4p/YbOnae2+n5jxDgXiDksMc45+vbty5EjRxg+fHi968stNnT6hudaHy6q4tsDxaQnGTDrVEwb0pU4XdMzitISDcye2JsfD5ew+IdjjO3ViQGpZrSq9iMY5smrwpNrRQAKnQrDBSkotJGzTzeoE7YNJzFd3D0kGfpD765DdvnqLPdb3Az87yuD748cOcKtt95KaWkp8fHxvPnmm7UqSUNAdPChhx7iyy+/xOfzMX78eF555RU0msCw1vPPP8+yZcuQZZm+fXtz6xU9WffBXzmeW8Sziz4J9mOzu3A43Xz8+oPBZZKkICVzMIPG/Drsz6QmHk8pOl3jpSxixIhRPzGHJcY5h8FgwOFwNLi+oLySRHP9wnNWl5d1B4u5e1LvZu//kn7JjO3ViT0nK1m+LR8hBDWDOjq1grREAz0SDXRP1KNs4TBMqDh2FCPplBjHdWvx0E9DqBJ16Pon4txbimFo0xW6hcvHwDsub7Ld7NmzmTVrFjNmzGDlypXMmDGDrVu31mqzZMkStm/fzvbt21Gr1cyaNYuFCxfy4IMPsnbtWpYuXcrmzZsxm8089dRTfLu3gJdffoIpwJ0PLQ72M2/ePCRJYspvnwgu8/s9fPfB4y12WBISLqSiYlNMiyVGjGYQG0yNcU6SmJjIgQMHaqnkVlNaYSMpvn6H5acjpVw/oluL969RKcjKSOKWsRn8cVwmt1505nHd8O6kxGk5VmLj3c05/PvH42w4UhryUFVz8ORXIRlU6Ad2ipqzUo06xYi/snFV2mpCOeLi4mK2bdvGH/4QKKB54403kpeXx9GjR2u127VrF1OnTkWj0SBJEldeeSVvv/12cN2ECROCw4RXXXVVcF1NXC4X7777LnfccUet5UqlJiJDSCZjf6qq9ra4nxgxzkdiEZYY5yQDBgygpKSEvXv34vMFhhyEECiVSkoqPPTtmV7vdqcsLq6Mb7heTSTQa5T06WKmT5czOTb7Tll49Yfj9Oxs5PJBKSgi7FS4T1gwje8e0T4bQ3b5ELJo2jnyyU32lZeXR2pqKipV4HQlSRLp6enk5ubSp0+fYLusrCwWL17MvHnz0Ov1LF++nOzs7OC6RYsWUVhYSEpKCu+++y5VVVWUl5fXKrS5evVqevXqxYgRI2rZULs+UfORJAmtrhtOZ35MiyVGjDCJOSwxzlmSk5NJTq49LOF0OrHv2M3GXAf7ynKY1L8L3RMCDkpeuQOjpm3yTQZ3i2dwt3iOFtv417dHmDu5d8RyX1zHKlF11kc9slITZbwG/AKa2Kc6QU/l0XwS+rT84j1jxgxycnKYOHEier2eqVOn8vXXXwMwefJkHnjgAa655hqUSiXTpwdqDlU7QdUsWbKkTnQFwGUvR6NrRo2JekjufCmFhWvo3v23EekvRozzBUlEMw7dSlitVuLj47FYLMTFxbW1OTE6CA6Pjx8OlVBgcaGQIN6g5rrh3Vstp6QhCi0utmSXc93w2kNT3729hzFDUvDbvEgKEAKURjW6/okoDIGkYCFEIBAggfD4cewqQaFVYRjedD5JJHHsKUWbYW5y5pHP7eXwG2sZdPdVDbYpLi6mT58+lJeXo1KpEEKQmprKhg0bakVYzuaDDz7g5ZdfZv369XXWbdq0iV//+tfk5eUFl504cYIhQ4Zw8uRJEhISarUvyt1OwfEdjJhU15lpDrl5S0nvcVtE+ooRoyMTzvU7FmGJcd5i0Ki4cmhqW5tRh67xOoqtrlrLvH6ZfK3EJb0TUMadEXPz2zw495cjPP7Aghq+lqRSoB/UCaUpMkUDw0GdYsBb6GjSYVFp1eh7JFK4+QBdxwyst02XLl0YOXIk77zzDjNmzGDVqlWkpaXVcVZcLhdOp5PExERKS0t59tlnefLJJ4PrCwoKSE1NxeFw8Ne//pWHHnqo1vZvvPEG06dPr+OsAFjL8jAntTy3KUaMGM0n5rDEiNEOyexkZPX2fK4Y0hWL08uHW/P4/ZV96yjPKk0ajKNS2sjKhlEl63EdKEfXL7HJtj2vGce+Fz8leWRflOr6T0mLFy9mxowZPPPMM8TFxbF06VIA7rzzTq677jquu+46LBYLkyZNQqFQIMsy9957L9dee22wj8svvxxZlvF4PNxyyy3MmzcvuE6WZd58803eeuutevdfVV5IjwEXhXTssuzD77ejVsfXu95q3Y1WG5vaHCNGuMSGhGLEaKecrHSy4UgJGpWiXQxVhYtzfxkKoxptRv3/SdkvU7bzOGU7j+OrcpNx0xjMaV1a2crQ+HHlk4y5+v+h1dcvRghQUvotTkc2CqWeysqtGPQZqNUJICn4/+3dfVCUVd8H8O++wIKsyzsBscmNoLw8AcotiuJDkmG3QlA9UzGWzmgzOpn94ZjCWGHO+DLTlMOMkzY1ZdYf1GSYPqJGaQo5DghavGQawoAPrCiCC8iLy57nj272jlRYcNnr2t3vZ+b6g91rz/7O/Lh2f3v27DnDQ1/CPAjPKeEIDHjSPoETydx43r9ZsBDRpLnzSzuESWDKrCAolAoM9Q7CUF4PY7MBAOAZ4Y+whQlQu9v/a6vxqD9XBENT/YjbFIo/5xEJs4BpcABzc16Aj88/JYqQyDGxYCEi2TB19KH313ZcvVgJd90U+P4zHCGPR0PhJJtUXjh+BP5hj+Gx/7r/yspE9GCcdEtEsqH294T3omn4R4w7rl6oRNu1K2i/3gQIAfHvtU1UKjUUKiX8QvUInRFt1bL+cqH19YdfKNdUIZpsLFiIyC58gkMw+1/PAADMQ0NQKBSWUZYhkwlm8xDaG6/i/JFvofUPQFTyfKjdxt7DSWp9Pd3QeHlJHQaR0xvXmOzevXsRHx8PnU4HnU6HlJQUHDt2zHK/wWDAK6+8guDgYHh5eWH27Nk4ePDgqG1u3br1zxeuvxzR0dET6w0ROQSlSjXiKyGVWg03dw0enRmDOc88j0dnxuL7fYW4fvWPUVqRB9PgANw09+7eTUS2Na6CJSwsDLt27UJVVRXOnz+P9PR0ZGdno66uDgCwYsUK/P777zh8+DBqamrw3HPP4YUXXsCFCxdGbTcuLg5tbW2Wo7y8fOI9IiKHpwsIxNL1G3Htt1rcMd6WOpwHutvfjxGL3xDRpBlXwZKVlYWlS5ciKioKM2bMwPbt26HVanHu3DkAwNmzZ7F+/XokJycjIiICb731Fnx8fFBVVTVqu2q1GsHBwZYjICBg4j0iIqeRuGQZLhz/Xwz2PXj3bSldvXAeM+Zatz4LET2cCU/THxoaQlFREXp7e5GSkgIAmD9/Pr766ivcunULZrMZRUVF6O/vxxNPPDFqW1euXEFoaCgiIiKwfPlyNDc3j3r+wMAAjEbjiIOInI9K7Ybk7OdReaQYA3fkV7T09xgxxdtH6jCIXMK4C5aamhpotVpoNBqsXbsWxcXFiI2NBQB8/fXXuHv3Lvz9/aHRaLBmzRoUFxePut/H3LlzsX//fhw/fhx79+5FY2MjFi5ciO7u7gc+ZufOnfD29rYcer1+vN0gIgfhpvFAcvbzqDp6CJ2GVqnDGWHIZHKan2cTyd2412EZHBxEc3Mzbt++jW+++QaffPIJTp8+jdjYWKxfvx4VFRXYsWMHAgICcOjQIezevRtlZWV4/PHHrWq/q6sL06ZNwwcffHDfXVOBP0dYBgYGLH8bjUbo9Xquw0LkxITZjEtnz6C38xb0cfF4JOLBH4TsYchkQtXRQ0jO/h9J4yByZHZdOG7x4sWYPn06Nm3ahMjISNTW1iIuLm7E/ZGRkdi3b5/Vbc6ZMweLFy/Gzp07rTqfC8cRuQ4hBK7V18DQcAWB4REIj58lSRwtdb9C46VFUHiEJM9P5AzG8/790GOZZrMZAwMDuPPv75eVfxseValUMJvNVrfX09ODhoYGhITIbxddIpKeQqGAPi4ec555HoN3enGjuUmSONqbriLwsXBJnpvIFY2rYMnPz8eZM2fQ1NSEmpoa5Ofn46effsLy5csRHR2NyMhIrFmzBhUVFWhoaMD777+P0tJS5OTkWNp48sknsWfPHsvfGzduxOnTp9HU1ISzZ8/i2WefhUqlQm5urs06SUTOKWruArTU/Wr35+241owpPr6cv0JkR+Na6ba9vR0rVqxAW1sbvL29ER8fjxMnTuCpp54CAJSUlCAvLw9ZWVno6elBZGQkPv/8cyxdutTSRkNDA27evGn5+9q1a8jNzUVHRwcCAwORmpqKc+fOITAw0EZdJCJnNbzYpC0JsxmmwUG4efxnMbgh0130dnWhy9CKmy3NUCqVSMhYOkorRGRr3PyQiBxazcnvMWNeKjRTpkzo8UIIdBlace23Otzt7wMUSqjd3WEaHLAUQyq1G6b4+MIn6BH4PaqHUqWyZReIXBY3PyQilxGVPB+Xfj6NhKf+ZdX5g/19+L9L9ehs+89PpH2CgzEzJRXunhMreoho8rFgISKH5qHVwkM7FTWnvkf0/P++Z18f0+AgDA2X0d7UCAgz3Dw88Wh0HMITZjvUrtBEro4FCxE5vJkpqei51YHfyn7CkOnuiPtUajc8EhGJWUuWcZIskQNjwUJETkHr54/4xU9LHQYRTRJ+3CAiIiLZY8FCREREsseChYiIiGSPBQsRERHJHgsWIiIikj0WLERERCR7LFiIiIhI9liwEBERkeyxYCEiIiLZY8FCREREsseChYiIiGSPBQsRERHJHgsWIiIikj0WLERERCR7aqkDsAUhBADAaDRKHAkRERFZa/h9e/h9fDROUbB0d3cDAPR6vcSREBER0Xh1d3fD29t71HMUwpqyRubMZjNaW1sxdepUKBQKGI1G6PV6tLS0QKfTSR0e3QdzJH/MkfwxR/LG/IxNCIHu7m6EhoZCqRx9lopTjLAolUqEhYXdc7tOp+M/icwxR/LHHMkfcyRvzM/oxhpZGcZJt0RERCR7LFiIiIhI9pyyYNFoNCgoKIBGo5E6FHoA5kj+mCP5Y47kjfmxLaeYdEtERETOzSlHWIiIiMi5sGAhIiIi2WPBQkRERLLHgoWIiIhkz+kKlsuXLyM7OxsBAQHQ6XRITU3FqVOnRpyjUCjuOYqKiiSK2PVYk6NhHR0dCAsLg0KhQFdXl30DdWFj5aijowNPP/00QkNDodFooNfr8frrr3M/LzsZKz+//PILcnNzodfr4enpiZiYGBQWFkoYseux5nXujTfeQFJSEjQaDRITE6UJ1IE4XcGSmZkJk8mEkydPoqqqCgkJCcjMzITBYBhx3meffYa2tjbLkZOTI03ALsjaHAHA6tWrER8fL0GUrm2sHCmVSmRnZ+Pw4cO4fPky9u/fjx9++AFr166VOHLXMFZ+qqqqEBQUhC+//BJ1dXXYsmUL8vPzsWfPHokjdx3Wvs6tWrUKL774okRROhjhRG7cuCEAiDNnzlhuMxqNAoAoLS213AZAFBcXSxAhWZsjIYT48MMPRVpamvjxxx8FANHZ2WnnaF3TeHL0V4WFhSIsLMweIbq0iebntddeE4sWLbJHiC5vvDkqKCgQCQkJdozQMTnVCIu/vz9mzpyJAwcOoLe3FyaTCR999BGCgoKQlJQ04tx169YhICAAycnJ+PTTT63a2poenrU5qq+vx7Zt23DgwIExN8Qi2xrPdTSstbUV3377LdLS0uwcreuZSH4A4Pbt2/Dz87NjpK5rojmiMUhdMdlaS0uLSEpKEgqFQqhUKhESEiKqq6tHnLNt2zZRXl4uqqurxa5du4RGoxGFhYUSRex6xspRf3+/iI+PF1988YUQQohTp05xhMXOrLmOhBDipZdeEp6engKAyMrKEn19fRJE63qszc+wn3/+WajVanHixAk7RunaxpMjjrBYxyE+uubl5d13ouxfj0uXLkEIgXXr1iEoKAhlZWWoqKhATk4OsrKy0NbWZmnv7bffxoIFCzBr1ixs3rwZmzZtwnvvvSdhDx2fLXOUn5+PmJgYvPzyyxL3yrnY+joCgN27d6O6uhrfffcdGhoasGHDBol65/gmIz8AUFtbi+zsbBQUFCAjI0OCnjmPycoRWcchlua/ceMGOjo6Rj0nIiICZWVlyMjIQGdn54itvKOiorB69Wrk5eXd97FHjx5FZmYm+vv7uefDBNkyR4mJiaipqYFCoQAACCFgNpuhUqmwZcsWvPvuu5PaF2c12ddReXk5Fi5ciNbWVoSEhNg0dlcwGfmpr6/HokWL8Oqrr2L79u2TFrurmKxraOvWrTh06BAuXrw4GWE7DbXUAVgjMDAQgYGBY553584dALhnzoNSqYTZbH7g4y5evAhfX18WKw/Bljk6ePAg+vr6LPdVVlZi1apVKCsrw/Tp020YtWuZ7Oto+L6BgYGHiNJ12To/dXV1SE9Px8qVK1ms2MhkX0M0OocoWKyVkpICX19frFy5Eu+88w48PT3x8ccfo7GxEcuWLQMAHDlyBNevX8e8efPg4eGB0tJS7NixAxs3bpQ4etdgTY7+XpTcvHkTABATEwMfHx97h+xyrMlRSUkJrl+/jjlz5kCr1aKurg5vvvkmFixYgPDwcGk74OSsyU9tbS3S09OxZMkSbNiwwfJTWpVKZdUbLj0ca3IEAH/88Qd6enpgMBjQ19dnGWGJjY2Fu7u7RNHLmHTTZyZHZWWlyMjIEH5+fmLq1Kli3rx5oqSkxHL/sWPHRGJiotBqtcLLy0skJCSIffv2iaGhIQmjdi1j5ejvOOnW/sbK0cmTJ0VKSorw9vYWHh4eIioqSmzevJk5spOx8lNQUCAA3HNMmzZNuqBdjDWvc2lpaffNU2NjozRBy5xDzGEhIiIi1+YQvxIiIiIi18aChYiIiGSPBQsRERHJHgsWIiIikj0WLERERCR7LFiIiIhI9liwEBERkeyxYCEiIiLZY8FCREREsseChYiIiGSPBQsRERHJHgsWIiIikr3/B7IRI9RctJLgAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "and compute current unit and county usage with these whole-unit, possibly discontig HDs\n",
      "weighted unit use histogram\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "current avg use and its sd are 0.99673 0.04911\n",
      "Confirm no discontigs prior to final write-to-file ...\n",
      "working on HD 0 time is now 0\n",
      "working on HD 700 time is now 14\n",
      "working on HD 1402 time is now 24\n",
      "working on HD 2102 time is now 34\n",
      "working on HD 2802 time is now 48\n",
      "working on HD 3503 time is now 60\n",
      "working on HD 4204 time is now 72\n",
      "working on HD 4906 time is now 87\n",
      "working on HD 5606 time is now 105\n",
      "working on HD 6306 time is now 121\n",
      "working on HD 7006 time is now 137\n",
      "working on HD 7706 time is now 154\n",
      "working on HD 8407 time is now 167\n",
      "out of 8934 total HDs, there were 8934.0 contiguous and 8934.0 complement-contiguous HDs\n",
      "0 HDs had both discontiguity problems, while enclave-only = 0 and discontig only= 0\n"
     ]
    }
   ],
   "source": [
    "unitPop = tractPop.copy() #nomenclature\n",
    "print(\"recheck HD integrity, unit use after above patching ...\")\n",
    "print(\"HD pops by county\")\n",
    "adjList = [HDunitList[t].copy() for t in range(nHDs) ] #nomenclature\n",
    "adjPop, adjUse, adjCountyUse = [0.]*nHDs, [0.]*nHDs, [0.]*nCounties\n",
    "for t in popHDlist:\n",
    "    for u in adjList[t]:\n",
    "        adjPop[t] += tractPop[u]\n",
    "        adjUse[u] += nDistricts * HDwt[t]\n",
    "        adjCountyUse[countyNo[u]] += nDistricts * HDwt[t] * tractPop[u]/countyPop[countyNo[u]]\n",
    "\n",
    "plt.scatter([countyNo[h] for h in popHDlist], [adjPop[h]/aDP for h in popHDlist] )\n",
    "plt.axhline(1.005,ls=\"dotted\")\n",
    "plt.axhline(0.995,ls=\"dotted\")\n",
    "plt.show()\n",
    "print(\"prior to further triage, lets visualize current county usage\") #(and bigC vtd usage\")\n",
    "for c in range(nCounties):\n",
    "    if abs(adjCountyUse[c] - 1.) > 0.02 :\n",
    "        print(\"county and its use off by more than 0.02 ...\",c,r5(adjCountyUse[c]) )\n",
    "for c in range(nCounties):\n",
    "    plotPoly(countyGeom[c],0.3)\n",
    "    if c == c: #not in bigClist:\n",
    "        plotCenter(r3(adjCountyUse[c]),countyGeom[c],8)\n",
    "plt.show()\n",
    "\n",
    "print(\"and compute current unit and county usage with these whole-unit, possibly discontig HDs\")\n",
    "plt.hist(unitUse,weights=unitPop,bins=50)\n",
    "print(\"weighted unit use histogram\")\n",
    "plt.show()\n",
    "\n",
    "currAvg, currSD = getWeightedAvgAndSD(adjUse, tractPop)\n",
    "print(\"current avg use and its sd are\",r5(currAvg),r5(currSD) )\n",
    "\n",
    "print(\"Confirm no discontigs prior to final write-to-file ...\") \n",
    "nUnbroken, nNoEnclave, smallPieceLists, enclaveLists, sPgenerator, eLgenerator = 0., 0., list(), list(), list(), list()\n",
    "smallPieceLengths, enclaveLengths = list(), list()\n",
    "doubleTroubleList = list()\n",
    "startTime = time.time()\n",
    "for i,t in enumerate(popHDlist):\n",
    "    if i%700 == 0:\n",
    "        print(\"working on HD\",t,\"time is now\",int(time.time() - startTime) )\n",
    "    unbroken, noEnclave,smallPieceList,enclaveList = enclaveCheck(adjList[t], unitNbrs,6) #,6) #6 is high (slow) to try to avoid false enclaves\n",
    "    if unbroken:\n",
    "        nUnbroken +=1\n",
    "    if noEnclave:\n",
    "        nNoEnclave +=1\n",
    "    if not unbroken:\n",
    "        smallPieceLists.append(smallPieceList)\n",
    "        smallPieceLengths.append(len(smallPieceList))\n",
    "        sPgenerator.append(t)\n",
    "    if not noEnclave and unbroken:   #district is contiguous but contains 1+ enclave\n",
    "        enclaveLists.append(enclaveList)\n",
    "        enclaveLengths.append(len(enclaveList))\n",
    "        eLgenerator.append(t)\n",
    "    if not noEnclave and not unbroken:  #extremely discontig (\"broken\") HDs can appear to have enclaves;\n",
    "        doubleTroubleList.append(t)\n",
    "print(\"out of\",len(popHDlist),\"total HDs, there were\",nUnbroken,\"contiguous and\",nNoEnclave,\"complement-contiguous HDs\")\n",
    "print(len(doubleTroubleList),\"HDs had both discontiguity problems, while enclave-only =\",len(eLgenerator),\n",
    "      \"and discontig only=\",len(sPgenerator)-len(doubleTroubleList) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "5ae65689-6089-4ef9-82ac-97a8729317b1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Lets save here after patching county 31\n"
     ]
    }
   ],
   "source": [
    "print(\"Lets save here after patching county 31\")\n",
    "finalList = [HDunitList[t].copy() for t in range(nHDs) ] #nomenclature\n",
    "HDweight = HDwt.copy()\n",
    "hdCPx, hdCPy = [tractCP[h].x for h in range(nHDs)], [tractCP[h].y for h in range(nHDs)]\n",
    "finalPop = [0. for t in range(nHDs)]  # Do not overwrite HDunitList, HDunitPop from county snapping\n",
    "tList = [t for t in range(nHDs)]\n",
    "for t in popHDlist:\n",
    "    for u in finalList[t]:  #HDunitList[t]:\n",
    "        finalPop[t] += tractPop[u]  #HDvPop = ...\n",
    "outDF = pd.DataFrame( {\"tract\":tList,\"HDweight\":HDweight,\"HDvPop\":finalPop,\"HDunitList\":finalList,\n",
    "                      \"centroid x\":hdCPx, \"centroid y\":hdCPy} )\n",
    "outname = STATE+str(int(nHDs))+\"county5citySnap15_v3.csv\" \n",
    "outpath = \"2024state_HD_output/\"+outname\n",
    "outDF.to_csv(outpath)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "46af80e5-c2c5-453e-9b79-e42fcd198636",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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